From 80b075522f04c7a746b0b1644baafe8a66122b71 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 8 Mar 2023 11:43:23 -0700 Subject: [PATCH 01/47] Add change_obj and change time in LocalFeeder --- LocalFeeder/FeederSimulator.py | 370 ++++++++++++++++++++------------- LocalFeeder/dss_functions.py | 178 +++++++++------- LocalFeeder/sender_cosim.py | 279 +++++++++++++++---------- 3 files changed, 496 insertions(+), 331 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 9824d00..b4d9869 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -1,9 +1,8 @@ - # -*- coding: utf-8 -*- # import helics as h +from typing import Any, List import opendssdirect as dss import numpy as np -import csv import time from time import strptime from scipy.sparse import coo_matrix @@ -12,7 +11,6 @@ import math import logging import json -import sys import boto3 from botocore import UNSIGNED from botocore.config import Config @@ -20,8 +18,16 @@ from pydantic import BaseModel from dss_functions import ( - snapshot_run, parse_Ymatrix, get_loads, get_pvSystems, get_Generator, - get_capacitors, get_voltages, get_y_matrix_file, get_vnom, get_vnom2 + snapshot_run, + parse_Ymatrix, + get_loads, + get_pvSystems, + get_Generator, + get_capacitors, + get_voltages, + get_y_matrix_file, + get_vnom, + get_vnom2, ) import dss_functions @@ -29,6 +35,7 @@ logger.addHandler(logging.StreamHandler()) logger.setLevel(logging.INFO) + def permutation(from_list, to_list): """ Create permutation representing change in from_list to to_list @@ -41,30 +48,39 @@ def permutation(from_list, to_list): You may view the permutation as a function from `from_list` to `to_list`. """ - #return [to_list.find(v) for v in enumerate(from_list)] + # return [to_list.find(v) for v in enumerate(from_list)] index_map = {v: i for i, v in enumerate(to_list)} return [index_map[v] for v in from_list] - def check_node_order(l1, l2): - logger.debug('check order ' + str(l1 == l2)) + logger.debug("check order " + str(l1 == l2)) class FeederConfig(BaseModel): name: str use_smartds: bool = False - profile_location: str - opendss_location: str - sensor_location: str = '' + profile_location: str + opendss_location: str + sensor_location: str = "" start_date: str number_of_timesteps: float - run_freq_sec: float = 15*60 + run_freq_sec: float = 15 * 60 start_time_index: int = 0 topology_output: str = "topology.json" use_sparse_admittance = False +class Command(BaseModel): + obj_name: str + obj_property: str + val: Any + + +class CommandList(BaseModel): + __root__: List[Command] + + class FeederSimulator(object): """ A simple class that handles publishing the solar forecast """ @@ -80,15 +96,17 @@ def __init__(self, config): self._sensor_location = config.sensor_location self._use_smartds = config.use_smartds - self._circuit=None - self._AllNodeNames=None - self._source_indexes=None + self._circuit = None + self._AllNodeNames = None + self._source_indexes = None # self._capacitors=[] self._capNames = [] self._regNames = [] # timegm(strptime('2019-07-23 14:50:00 GMT', '%Y-%m-%d %H:%M:%S %Z')) - self._start_time = int(time.mktime(strptime(config.start_date, '%Y-%m-%d %H:%M:%S'))) + self._start_time = int( + time.mktime(strptime(config.start_date, "%Y-%m-%d %H:%M:%S")) + ) self._run_freq_sec = config.run_freq_sec self._simulation_step = config.start_time_index self._number_of_timesteps = config.number_of_timesteps @@ -98,84 +116,100 @@ def __init__(self, config): self._name_index_dict = {} if self._use_smartds: - self.download_data('oedi-data-lake','Master.dss',True) + self.download_data("oedi-data-lake", "Master.dss", True) self.load_feeder() self.create_measurement_lists() else: - self.download_data('gadal','master.dss') + self.download_data("gadal", "master.dss") self.load_feeder() def download_data(self, bucket_name, master_name, update_loadshape_location=False): - #Equivalent to --no-sign-request - s3_resource = boto3.resource('s3',config=Config(signature_version=UNSIGNED)) + # Equivalent to --no-sign-request + s3_resource = boto3.resource("s3", config=Config(signature_version=UNSIGNED)) bucket = s3_resource.Bucket(bucket_name) opendss_location = self._opendss_location profile_location = self._profile_location sensor_location = self._sensor_location - self._feeder_file = os.path.join('opendss',master_name) - self._simulation_time_step = '15m' + self._feeder_file = os.path.join("opendss", master_name) + self._simulation_time_step = "15m" for obj in bucket.objects.filter(Prefix=opendss_location): - output_location = os.path.join('opendss',obj.key.replace(opendss_location,'').strip('/')) + output_location = os.path.join( + "opendss", obj.key.replace(opendss_location, "").strip("/") + ) os.makedirs(os.path.dirname(output_location), exist_ok=True) - bucket.download_file(obj.key,output_location) + bucket.download_file(obj.key, output_location) - modified_loadshapes = '' - os.makedirs(os.path.join('profiles'), exist_ok=True) + modified_loadshapes = "" + os.makedirs(os.path.join("profiles"), exist_ok=True) if update_loadshape_location: all_profiles = set() - with open(os.path.join('opendss','LoadShapes.dss'),'r') as fp_loadshapes: + with open(os.path.join("opendss", "LoadShapes.dss"), "r") as fp_loadshapes: for row in fp_loadshapes.readlines(): - new_row = row.replace('../','') - new_row = new_row.replace('file=','file=../') - for token in new_row.split(' '): - if token.startswith('(file='): - location = token.split('=../profiles/')[1].strip().strip(')') + new_row = row.replace("../", "") + new_row = new_row.replace("file=", "file=../") + for token in new_row.split(" "): + if token.startswith("(file="): + location = ( + token.split("=../profiles/")[1].strip().strip(")") + ) all_profiles.add(location) - modified_loadshapes=modified_loadshapes+new_row - with open(os.path.join('opendss','LoadShapes.dss'),'w') as fp_loadshapes: + modified_loadshapes = modified_loadshapes + new_row + with open(os.path.join("opendss", "LoadShapes.dss"), "w") as fp_loadshapes: fp_loadshapes.write(modified_loadshapes) for profile in all_profiles: - s3_location = f'{profile_location}/{profile}' - bucket.download_file(s3_location,os.path.join('profiles',profile)) + s3_location = f"{profile_location}/{profile}" + bucket.download_file(s3_location, os.path.join("profiles", profile)) else: for obj in bucket.objects.filter(Prefix=profile_location): - output_location = os.path.join('profiles',obj.key.replace(profile_location,'').strip('/')) + output_location = os.path.join( + "profiles", obj.key.replace(profile_location, "").strip("/") + ) os.makedirs(os.path.dirname(output_location), exist_ok=True) - bucket.download_file(obj.key,output_location) + bucket.download_file(obj.key, output_location) - if sensor_location != '': - output_location = os.path.join('sensors',os.path.basename(sensor_location)) + if sensor_location != "": + output_location = os.path.join("sensors", os.path.basename(sensor_location)) if not os.path.exists(os.path.dirname(output_location)): os.makedirs(os.path.dirname(output_location)) - bucket.download_file(sensor_location,output_location) - - def create_measurement_lists(self, - percent_voltage=75, - percent_real=75, - percent_reactive=75, - voltage_seed=1, - real_seed=2, - reactive_seed=3 - ): + bucket.download_file(sensor_location, output_location) + + def create_measurement_lists( + self, + percent_voltage=75, + percent_real=75, + percent_reactive=75, + voltage_seed=1, + real_seed=2, + reactive_seed=3, + ): random.seed(voltage_seed) - os.makedirs('sensors', exist_ok=True) - voltage_subset = random.sample(self._AllNodeNames,math.floor(len(self._AllNodeNames)*float(percent_voltage)/100)) - with open(os.path.join('sensors','voltage_ids.json'),'w') as fp: - json.dump(voltage_subset,fp,indent=4) + os.makedirs("sensors", exist_ok=True) + voltage_subset = random.sample( + self._AllNodeNames, + math.floor(len(self._AllNodeNames) * float(percent_voltage) / 100), + ) + with open(os.path.join("sensors", "voltage_ids.json"), "w") as fp: + json.dump(voltage_subset, fp, indent=4) random.seed(real_seed) - real_subset = random.sample(self._AllNodeNames,math.floor(len(self._AllNodeNames)*float(percent_real)/100)) - with open(os.path.join('sensors','real_ids.json'),'w') as fp: - json.dump(real_subset,fp,indent=4) + real_subset = random.sample( + self._AllNodeNames, + math.floor(len(self._AllNodeNames) * float(percent_real) / 100), + ) + with open(os.path.join("sensors", "real_ids.json"), "w") as fp: + json.dump(real_subset, fp, indent=4) random.seed(reactive_seed) - reactive_subset = random.sample(self._AllNodeNames,math.floor(len(self._AllNodeNames)*float(percent_voltage)/100)) - with open(os.path.join('sensors','reactive_ids.json'),'w') as fp: - json.dump(reactive_subset,fp,indent=4) + reactive_subset = random.sample( + self._AllNodeNames, + math.floor(len(self._AllNodeNames) * float(percent_voltage) / 100), + ) + with open(os.path.join("sensors", "reactive_ids.json"), "w") as fp: + json.dump(reactive_subset, fp, indent=4) def snapshot_run(self): snapshot_run(dss) @@ -189,37 +223,41 @@ def get_source_indices(self): def get_node_names(self): return self._AllNodeNames - def load_feeder(self): - dss.Basic.LegacyModels(True) + dss.Basic.LegacyModels(True) dss.run_command("clear") result = dss.run_command("redirect " + self._feeder_file) - if not result == '': - raise ValueError("Feeder not loaded: "+result) + if not result == "": + raise ValueError("Feeder not loaded: " + result) self._circuit = dss.Circuit self._AllNodeNames = self._circuit.YNodeOrder() self._node_number = len(self._AllNodeNames) self._nodes_index = [self._AllNodeNames.index(ii) for ii in self._AllNodeNames] - self._name_index_dict = {ii: self._AllNodeNames.index(ii) for ii in self._AllNodeNames} + self._name_index_dict = { + ii: self._AllNodeNames.index(ii) for ii in self._AllNodeNames + } self._source_indexes = [] for Source in dss.Vsources.AllNames(): - self._circuit.SetActiveElement('Vsource.' + Source) + self._circuit.SetActiveElement("Vsource." + Source) Bus = dss.CktElement.BusNames()[0].upper() for phase in range(1, dss.CktElement.NumPhases() + 1): - self._source_indexes.append(self._AllNodeNames.index(Bus.upper() + '.' + str(phase))) - + self._source_indexes.append( + self._AllNodeNames.index(Bus.upper() + "." + str(phase)) + ) self.setup_vbase() def get_y_matrix(self): get_y_matrix_file(dss) - Ymatrix = parse_Ymatrix('base_ysparse.csv', self._node_number) + Ymatrix = parse_Ymatrix("base_ysparse.csv", self._node_number) new_order = self._circuit.YNodeOrder() permute = np.array(permutation(new_order, self._AllNodeNames)) - #inv_permute = np.array(permutation(self._AllNodeNames, new_order)) - return coo_matrix((Ymatrix.data, (permute[Ymatrix.row], permute[Ymatrix.col])), shape=Ymatrix.shape) - + # inv_permute = np.array(permutation(self._AllNodeNames, new_order)) + return coo_matrix( + (Ymatrix.data, (permute[Ymatrix.row], permute[Ymatrix.col])), + shape=Ymatrix.shape, + ) def setup_vbase(self): self._Vbase_allnode = np.zeros((self._node_number), dtype=np.complex_) @@ -234,10 +272,16 @@ def get_G_H(self, Y11_inv): # ys=Y11 # R = np.linalg.inv(ys).real # X = np.linalg.inv(ys).imag - R=Y11_inv.real - X=Y11_inv.imag - G = (R * np.diag(np.cos(np.angle(Vnom)) / abs(Vnom)) - X * np.diag(np.sin(np.angle(Vnom)) / Vnom)).real - H = (X * np.diag(np.cos(np.angle(Vnom)) / abs(Vnom)) - R * np.diag(np.sin(np.angle(Vnom)) / Vnom)).real + R = Y11_inv.real + X = Y11_inv.imag + G = ( + R * np.diag(np.cos(np.angle(Vnom)) / abs(Vnom)) + - X * np.diag(np.sin(np.angle(Vnom)) / Vnom) + ).real + H = ( + X * np.diag(np.cos(np.angle(Vnom)) / abs(Vnom)) + - R * np.diag(np.sin(np.angle(Vnom)) / Vnom) + ).real return Vnom, G, H def get_vnom2(self): @@ -246,7 +290,9 @@ def get_vnom2(self): for voltage_name in Vnom_dict.keys(): Vnom[self._name_index_dict[voltage_name]] = Vnom_dict[voltage_name] # Vnom(1: 3) = []; - Vnom = np.concatenate((Vnom[:self._source_indexes[0]], Vnom[self._source_indexes[-1] + 1:])) + Vnom = np.concatenate( + (Vnom[: self._source_indexes[0]], Vnom[self._source_indexes[-1] + 1 :]) + ) return Vnom def get_vnom(self): @@ -256,101 +302,106 @@ def get_vnom(self): for voltage_name in Vnom_dict.keys(): Vnom[self._name_index_dict[voltage_name]] = Vnom_dict[voltage_name] # Vnom(1: 3) = []; - logger.debug(Vnom[self._source_indexes[0]:self._source_indexes[-1]]) - Vnom = np.concatenate((Vnom[:self._source_indexes[0]], Vnom[self._source_indexes[-1] + 1:])) + logger.debug(Vnom[self._source_indexes[0] : self._source_indexes[-1]]) + Vnom = np.concatenate( + (Vnom[: self._source_indexes[0]], Vnom[self._source_indexes[-1] + 1 :]) + ) Vnom = np.abs(Vnom) return Vnom - def get_PQs_load(self,static=False): + def get_PQs_load(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names= ['' for i in range(num_nodes)] - PQ_types= ['' for i in range(num_nodes)] + PQ_names = ["" for i in range(num_nodes)] + PQ_types = ["" for i in range(num_nodes)] PQ_load = np.zeros((num_nodes), dtype=np.complex_) - for ld in get_loads(dss,self._circuit): - self._circuit.SetActiveElement('Load.' + ld["name"]) - for ii in range(len(ld['phases'])): - name = ld['bus1'].upper() + '.' + ld['phases'][ii] + for ld in get_loads(dss, self._circuit): + self._circuit.SetActiveElement("Load." + ld["name"]) + for ii in range(len(ld["phases"])): + name = ld["bus1"].upper() + "." + ld["phases"][ii] index = self._name_index_dict[name] if static: - power = complex(ld['kW'],ld['kVar']) - PQ_load[index] += power/len(ld['phases']) + power = complex(ld["kW"], ld["kVar"]) + PQ_load[index] += power / len(ld["phases"]) else: power = dss.CktElement.Powers() PQ_load[index] += complex(power[2 * ii], power[2 * ii + 1]) PQ_names[index] = name - PQ_types[index] = 'Load' + PQ_types[index] = "Load" - return PQ_load,PQ_names,PQ_types + return PQ_load, PQ_names, PQ_types - def get_PQs_pv(self,static=False): + def get_PQs_pv(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names= ['' for i in range(num_nodes)] - PQ_types= ['' for i in range(num_nodes)] + PQ_names = ["" for i in range(num_nodes)] + PQ_types = ["" for i in range(num_nodes)] PQ_PV = np.zeros((num_nodes), dtype=np.complex_) for PV in get_pvSystems(dss): - bus = PV["bus"].split('.') + bus = PV["bus"].split(".") if len(bus) == 1: - bus = bus + ['1', '2', '3'] - self._circuit.SetActiveElement('PVSystem.'+PV["name"]) + bus = bus + ["1", "2", "3"] + self._circuit.SetActiveElement("PVSystem." + PV["name"]) for ii in range(len(bus) - 1): - name = bus[0].upper() + '.' + bus[ii + 1] + name = bus[0].upper() + "." + bus[ii + 1] index = self._name_index_dict[name] if static: - power = complex(-1*PV['kW'],-1*PV['kVar']) #-1 because injecting - PQ_PV[index] += power/(len(bus)-1) + power = complex( + -1 * PV["kW"], -1 * PV["kVar"] + ) # -1 because injecting + PQ_PV[index] += power / (len(bus) - 1) else: power = dss.CktElement.Powers() PQ_PV[index] += complex(power[2 * ii], power[2 * ii + 1]) PQ_names[index] = name - PQ_types[index] = 'PVSystem' - return PQ_PV,PQ_names,PQ_types + PQ_types[index] = "PVSystem" + return PQ_PV, PQ_names, PQ_types - def get_PQs_gen(self,static=False): + def get_PQs_gen(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names= ['' for i in range(num_nodes)] - PQ_types= ['' for i in range(num_nodes)] + PQ_names = ["" for i in range(num_nodes)] + PQ_types = ["" for i in range(num_nodes)] PQ_gen = np.zeros((num_nodes), dtype=np.complex_) for PV in get_Generator(dss): bus = PV["bus"] - self._circuit.SetActiveElement('Generator.'+PV["name"]) + self._circuit.SetActiveElement("Generator." + PV["name"]) for ii in range(len(bus) - 1): - name = bus[0].upper() + '.' + bus[ii + 1] + name = bus[0].upper() + "." + bus[ii + 1] index = self._name_index_dict[name] if static: - power = complex(-1*PV['kW'],-1*PV['kVar']) #-1 because injecting - PQ_gen[index] += power/(len(bus)-1) + power = complex( + -1 * PV["kW"], -1 * PV["kVar"] + ) # -1 because injecting + PQ_gen[index] += power / (len(bus) - 1) else: power = dss.CktElement.Powers() PQ_gen[index] += complex(power[2 * ii], power[2 * ii + 1]) PQ_names[index] = name - PQ_types[index] = 'Generator' - return PQ_gen,PQ_names,PQ_types + PQ_types[index] = "Generator" + return PQ_gen, PQ_names, PQ_types - def get_PQs_cap(self,static=False): + def get_PQs_cap(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names= ['' for i in range(num_nodes)] - PQ_types= ['' for i in range(num_nodes)] + PQ_names = ["" for i in range(num_nodes)] + PQ_types = ["" for i in range(num_nodes)] PQ_cap = np.zeros((num_nodes), dtype=np.complex_) for cap in get_capacitors(dss): for ii in range(cap["numPhases"]): - name = cap["busname"].upper() + '.' + cap["busphase"][ii] + name = cap["busname"].upper() + "." + cap["busphase"][ii] index = self._name_index_dict[name] if static: - power = complex(0,-1*cap['kVar']) #-1 because it's injected into the grid - PQ_cap[index] += power/cap["numPhases"] + power = complex( + 0, -1 * cap["kVar"] + ) # -1 because it's injected into the grid + PQ_cap[index] += power / cap["numPhases"] else: - PQ_cap[index] = complex(0,cap["power"][2 * ii + 1]) + PQ_cap[index] = complex(0, cap["power"][2 * ii + 1]) PQ_names[index] = name - PQ_types[index] = 'Capacitor' - - return PQ_cap,PQ_names,PQ_types - - + PQ_types[index] = "Capacitor" + return PQ_cap, PQ_names, PQ_types def get_loads(self): loads = get_loads(dss, self._circuit) @@ -359,46 +410,48 @@ def get_loads(self): load_powers = [] load = loads[0] for load in loads: - for phase in load['phases']: + for phase in load["phases"]: self._load_power[ - self._name_index_dict[load['bus1'].upper() + '.' + phase] - ] = complex(load['power'][0], load['power'][1]) - load_names.append(load['bus1'].upper() + '.' + phase) - load_powers.append(complex(load['power'][0], load['power'][1])) + self._name_index_dict[load["bus1"].upper() + "." + phase] + ] = complex(load["power"][0], load["power"][1]) + load_names.append(load["bus1"].upper() + "." + phase) + load_powers.append(complex(load["power"][0], load["power"][1])) return self._load_power, load_names, load_powers def get_load_sizes(self): - return dss_functions.get_load_sizes(dss,self._loads) + return dss_functions.get_load_sizes(dss, self._loads) def get_voltages_actual(self): - ''' + """ :return voltages in actual values: - ''' + """ _, name_voltage_dict = get_voltages(self._circuit) res_feeder_voltages = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) for voltage_name in name_voltage_dict.keys(): - res_feeder_voltages[self._name_index_dict[voltage_name]] = name_voltage_dict[voltage_name] + res_feeder_voltages[ + self._name_index_dict[voltage_name] + ] = name_voltage_dict[voltage_name] return res_feeder_voltages def get_voltages(self): - ''' + """ :return per unit voltages: - ''' + """ res_feeder_voltages = np.abs(self.get_voltages_complex()) return res_feeder_voltages def get_voltages_complex(self): - ''' + """ :return per unit voltages: - ''' - #voltages = np.array(self._circuit.AllBusVolts()) - #voltages = voltages[::2] + 1j * voltages[1::2] - #assert len(voltages) == len(self._AllNodeNames) - #return voltages + """ + # voltages = np.array(self._circuit.AllBusVolts()) + # voltages = voltages[::2] + 1j * voltages[1::2] + # assert len(voltages) == len(self._AllNodeNames) + # return voltages _, name_voltage_dict = get_voltages(self._circuit) # print('Publish load ' + str(temp_feeder_voltages.real[0])) @@ -414,14 +467,43 @@ def get_voltages_complex(self): temp = dss.Bus.PuVoltage() temp = complex(temp[0], temp[1]) temp_array_pu[self._name_index_dict[voltage_name]] = temp - res_feeder_voltages[self._name_index_dict[voltage_name]] = name_voltage_dict[voltage_name] / (self._Vbase_allnode_dict[voltage_name]) + res_feeder_voltages[ + self._name_index_dict[voltage_name] + ] = name_voltage_dict[voltage_name] / ( + self._Vbase_allnode_dict[voltage_name] + ) return res_feeder_voltages + def change_obj(self, change_commands: CommandList): + """set/get an object property. + + Input: objData should be a list of lists of the format, + + objName,objProp,objVal,flg],...] + objName -- name of the object. + objProp -- name of the property. + objVal -- val of the property. If flg is set as 'get', then objVal is not used. + flg -- Can be 'set' or 'get' + + P.S. In the case of 'get' use a value of 'None' for objVal. The same object i.e. + objData that was passed in as input will have the result i.e. objVal will be + updated from 'None' to the actual value. + Sample call: self._changeObj([['PVsystem.pv1','kVAr',25,'set']]) + self._changeObj([['PVsystem.pv1','kVAr','None','get']]) + """ + + for entry in change_commands.__root__: + dss.Circuit.SetActiveElement( + entry.obj_name + ) # make the required element as active element + dss.CktElement.Properties(entry.obj_property).Val = entry.val + def run_command(self, cmd): dss.run_command(cmd) - def solve(self,hour,second): - dss.run_command(f'set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} ') - dss.run_command('solve') - + def solve(self, hour, second): + dss.run_command( + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " + ) + dss.run_command("solve") diff --git a/LocalFeeder/dss_functions.py b/LocalFeeder/dss_functions.py index aaab04f..ca77e00 100644 --- a/LocalFeeder/dss_functions.py +++ b/LocalFeeder/dss_functions.py @@ -10,10 +10,24 @@ # from simulator.simulator import node_number vmult = 0.001 -pos120 = complex (-0.5, 0.5 * cmath.sqrt(3.0)); # For Phase C -neg120 = complex (-0.5, -0.5 * cmath.sqrt(3.0)); # For Phase B -phase_shift = {'A':1,'B':neg120,'C':pos120,'s1':1,'s2':1} -lookup = {'A': '1', 'B': '2', 'C': '3', 'N':'4','S1':'1','S2':'2', 's1':'1','s2':'2', 's1\ns2': ['1','2'],'s2\ns1': ['2','1'],'': '1.2.3'} +pos120 = complex(-0.5, 0.5 * cmath.sqrt(3.0)) +# For Phase C +neg120 = complex(-0.5, -0.5 * cmath.sqrt(3.0)) +# For Phase B +phase_shift = {"A": 1, "B": neg120, "C": pos120, "s1": 1, "s2": 1} +lookup = { + "A": "1", + "B": "2", + "C": "3", + "N": "4", + "S1": "1", + "S2": "2", + "s1": "1", + "s2": "2", + "s1\ns2": ["1", "2"], + "s2\ns1": ["2", "1"], + "": "1.2.3", +} def get_y_matrix_file(dss): @@ -32,52 +46,57 @@ def get_y_matrix_file(dss): # export y triplet base_ysparse.csv # export ynodelist base_nodelist.csv # export summary base_summary.csv - dss.run_command('batchedit transformer..* wdg=2 tap=1') - dss.run_command('batchedit regcontrol..* enabled=false') - dss.run_command('batchedit vsource..* enabled=false') - dss.run_command('batchedit isource..* enabled=false') - dss.run_command('batchedit load..* enabled=false') - dss.run_command('batchedit generator..* enabled=false') - dss.run_command('batchedit pvsystem..* enabled=false') - dss.run_command('Batchedit Capacitor..* enabled=false') - dss.run_command('batchedit storage..* enabled=false') - dss.run_command('CalcVoltageBases') - dss.run_command('set maxiterations=20') + dss.run_command("batchedit transformer..* wdg=2 tap=1") + dss.run_command("batchedit regcontrol..* enabled=false") + dss.run_command("batchedit vsource..* enabled=false") + dss.run_command("batchedit isource..* enabled=false") + dss.run_command("batchedit load..* enabled=false") + dss.run_command("batchedit generator..* enabled=false") + dss.run_command("batchedit pvsystem..* enabled=false") + dss.run_command("Batchedit Capacitor..* enabled=false") + dss.run_command("batchedit storage..* enabled=false") + dss.run_command("CalcVoltageBases") + dss.run_command("set maxiterations=20") # solve - dss.run_command('solve') - dss.run_command('export y triplet base_ysparse.csv') - dss.run_command('export ynodelist base_nodelist.csv') - dss.run_command('export summary base_summary.csv') + dss.run_command("solve") + dss.run_command("export y triplet base_ysparse.csv") + dss.run_command("export ynodelist base_nodelist.csv") + dss.run_command("export summary base_summary.csv") Ysparse = csc_matrix(dss.YMatrix.getYsparse()) - save_npz('base_ysparse.npz', Ysparse) + save_npz("base_ysparse.npz", Ysparse) # dss.run_command('show Y') # dss.run_command('solve mode=snap') + def get_vnom2(dss): circuit = dss.Circuit AllNodeNames = circuit.AllNodeNames() - # This or DSSCircuit.AllBusVmagPu - Vnom = circuit.AllBusMagPu() # circuit.AllBusVmagPu() + # This or DSSCircuit.AllBusVmagPu + Vnom = circuit.AllBusMagPu() # circuit.AllBusVmagPu() vmags = circuit.AllBusVMag() Vnom2 = circuit.AllBusVolts() - test_Vnom2 = np.array([complex(Vnom2[i], Vnom2[i + 1]) for i in range(0, len(Vnom2), 2)]) - test_Vnom2_dict = {AllNodeNames[ii].upper(): test_Vnom2[ii] for ii in range(len(test_Vnom2))} + test_Vnom2 = np.array( + [complex(Vnom2[i], Vnom2[i + 1]) for i in range(0, len(Vnom2), 2)] + ) + test_Vnom2_dict = { + AllNodeNames[ii].upper(): test_Vnom2[ii] for ii in range(len(test_Vnom2)) + } test_vmag_volts_result = np.allclose(vmags, np.abs(test_Vnom2)) - logger.debug('test_vmag_volts_result', test_vmag_volts_result) + logger.debug("test_vmag_volts_result", test_vmag_volts_result) AllNodeNamesY = circuit.YNodeOrder() yv = circuit.YNodeVArray() test_yv = np.array([complex(yv[i], yv[i + 1]) for i in range(0, len(yv), 2)]) test_yv_dict = {AllNodeNamesY[ii]: test_yv[ii] for ii in range(len(test_yv))} test_yv_result = np.allclose(vmags, np.abs(test_yv)) - logger.debug('test_yv_result', test_yv_result) + logger.debug("test_yv_result", test_yv_result) - logger.debug('Test dictionary') + logger.debug("Test dictionary") for i in test_yv_dict.keys(): - if abs(abs(test_Vnom2_dict[i]) - abs(test_yv_dict[i])) > .0001: + if abs(abs(test_Vnom2_dict[i]) - abs(test_yv_dict[i])) > 0.0001: logger.debug(i, abs(test_Vnom2_dict[i]), abs(test_yv_dict[i])) # for t1, t2 in zip(np.abs(test_Vnom2), np.abs(test_yv)): # np.testing.assert_array_almost_equal(np.abs(test_Vnom2), np.abs(test_yv),decimal=5) @@ -88,10 +107,11 @@ def get_vnom2(dss): vnom_dict = {AllNodeNames[ii].upper(): V[ii] for ii in range(len(V))} return V, vnom_dict + def get_vnom(dss): - dss.run_command('BatchEdit Load..* enabled=no') - dss.run_command('BatchEdit Generator..* enabled=no') - dss.run_command('solve mode=snap') + dss.run_command("BatchEdit Load..* enabled=no") + dss.run_command("BatchEdit Generator..* enabled=no") + dss.run_command("solve mode=snap") circuit = dss.Circuit AllNodeNames = circuit.AllNodeNames() @@ -103,9 +123,9 @@ def get_vnom(dss): V[i] = complex(Vnom[2 * i], Vnom[2 * i + 1]) / (base * 1000) vnom_dict = {AllNodeNames[ii].upper(): V[ii] for ii in range(len(V))} - dss.run_command('BatchEdit Load..* enabled=yes') - dss.run_command('BatchEdit Generator..* enabled=yes') - dss.run_command('solve mode=snap') + dss.run_command("BatchEdit Load..* enabled=yes") + dss.run_command("BatchEdit Generator..* enabled=yes") + dss.run_command("solve mode=snap") return V, vnom_dict @@ -113,31 +133,31 @@ def snapshot_run(dss): """ Function used for configuring the daily mode simulation run """ - dss.run_command('Batchedit Load..* enabled=yes') - dss.run_command('Batchedit Vsource..* enabled=yes') - dss.run_command('Batchedit Isource..* enabled=yes') - dss.run_command('Batchedit Generator..* enabled=yes') - dss.run_command('Batchedit PVsystem..* enabled=yes') - dss.run_command('Batchedit Capacitor..* enabled=yes') - dss.run_command('Batchedit Storage..* enabled=no') - dss.run_command('CalcVoltageBases') - dss.run_command('solve mode=snapshot') + dss.run_command("Batchedit Load..* enabled=yes") + dss.run_command("Batchedit Vsource..* enabled=yes") + dss.run_command("Batchedit Isource..* enabled=yes") + dss.run_command("Batchedit Generator..* enabled=yes") + dss.run_command("Batchedit PVsystem..* enabled=yes") + dss.run_command("Batchedit Capacitor..* enabled=yes") + dss.run_command("Batchedit Storage..* enabled=no") + dss.run_command("CalcVoltageBases") + dss.run_command("solve mode=snapshot") def parse_Ymatrix(Ysparse, totalnode_number): - ''' + """ Read platform y maxtrix file. It has no '[', ']' or '=' Handels slack nodes positions not at the top-left of the matrix :param Ysparse: :param slack_no: :param totalnode_number: :return: Y00,Y01,Y10,Y11,Y11_sparse,Y11_inv - ''' + """ Ymatrix = sparse.lil_matrix((totalnode_number, totalnode_number), dtype=np.complex_) - with open(Ysparse, 'r') as csvfile: - reader = csv.reader(csvfile, delimiter=',', ) + with open(Ysparse, "r") as csvfile: + reader = csv.reader(csvfile, delimiter=",",) next(reader, None) # skip the headers for row in reader: row_value = int(row[0]) @@ -150,7 +170,8 @@ def parse_Ymatrix(Ysparse, totalnode_number): Ymatrix[c, r] = Ymatrix[r, c] from scipy.sparse import load_npz - Ymatrix_new = load_npz('base_ysparse.npz') + + Ymatrix_new = load_npz("base_ysparse.npz") return Ymatrix_new.tocoo() @@ -165,18 +186,22 @@ def get_loads(dss, circuit): "kV": load.kV(), "kW": load.kW(), "PF": load.PF(), - "Delta_conn": load.IsDelta() + "Delta_conn": load.IsDelta(), } indexCktElement = circuit.SetActiveElement("Load.%s" % datum["name"]) cktElement = dss.CktElement bus = cktElement.BusNames()[0].split(".") - datum["kVar"] = float(datum["kW"]) / float(datum["PF"]) * math.sqrt(1 - float(datum["PF"]) * float(datum["PF"])) + datum["kVar"] = ( + float(datum["kW"]) + / float(datum["PF"]) + * math.sqrt(1 - float(datum["PF"]) * float(datum["PF"])) + ) datum["bus1"] = bus[0] datum["numPhases"] = len(bus[1:]) datum["phases"] = bus[1:] if not datum["numPhases"]: datum["numPhases"] = 3 - datum["phases"] = ['1', '2', '3'] + datum["phases"] = ["1", "2", "3"] # if not datum["numPhases"] == [u'']: # datum["numPhases"] = 3 # datum['busphase'] = ['1', '2', '3'] @@ -192,6 +217,7 @@ def get_loads(dss, circuit): return data + def get_pvSystems(dss): data = [] PV_flag = dss.PVsystems.First() @@ -207,21 +233,20 @@ def get_pvSystems(dss): NumPhase = dss.CktElement.NumPhases() bus = dss.CktElement.BusNames()[0] - #PVkV = dss.run_command('? ' + PVname + '.kV') #Not included in PVsystems commands for some reason - + # PVkV = dss.run_command('? ' + PVname + '.kV') #Not included in PVsystems commands for some reason datum["name"] = PVname datum["bus"] = bus datum["phases"] = bus[1:] datum["Pmpp"] = PVpmpp datum["pf"] = PVpf - #datum["kV"] = PVkV + # datum["kV"] = PVkV datum["kW"] = PVkW datum["kVar"] = PVkvar datum["kVARated"] = PVkVARated datum["numPhase"] = NumPhase datum["numPhases"] = NumPhase - datum["power"] = dss.CktElement.Powers()[0:2*NumPhase] + datum["power"] = dss.CktElement.Powers()[0 : 2 * NumPhase] data.append(datum) PV_flag = dss.PVsystems.Next() @@ -246,22 +271,22 @@ def get_Generator(dss): GENkV = dss.Generators.kV() datum["name"] = GENname # datum["bus"] = bus - bus = bus.split('.') + bus = bus.split(".") if len(bus) == 1: - bus = bus + ['1', '2', '3'] + bus = bus + ["1", "2", "3"] # else: # bus = [bus[1]] datum["bus"] = bus datum["phases"] = bus[1:] - datum["name_bus"] = datum["name"] + '.' + bus[0] ## TOOO multiple phases + datum["name_bus"] = datum["name"] + "." + bus[0] ## TOOO multiple phases datum["kW"] = GENkW datum["kVar"] = dss.Generators.kvar() datum["pf"] = GENpf datum["kV"] = GENkV - #datum["kVA"] = GENkVA + # datum["kVA"] = GENkVA datum["numPhase"] = NumPhase datum["numPhases"] = NumPhase - #datum["power"] = dss.CktElement.Powers()[0:2*NumPhase] + # datum["power"] = dss.CktElement.Powers()[0:2*NumPhase] data.append(datum) gen_flag = dss.Generators.Next() return data @@ -278,14 +303,14 @@ def get_capacitors(dss): bus = dss.CktElement.BusNames()[0] kvar = dss.Capacitors.kvar() datum["name"] = capname - temp = bus.split('.') + temp = bus.split(".") datum["busname"] = temp[0] datum["busphase"] = temp[1:] if not datum["busphase"]: - datum["busphase"] = ['1','2','3'] + datum["busphase"] = ["1", "2", "3"] datum["kVar"] = kvar datum["numPhases"] = NumPhase - datum["power"] = dss.CktElement.Powers()[0:2 * NumPhase] + datum["power"] = dss.CktElement.Powers()[0 : 2 * NumPhase] data.append(datum) cap_flag = dss.Capacitors.Next() return data @@ -295,8 +320,13 @@ def get_voltages(circuit): temp_Vbus = circuit.YNodeVArray() AllNodeNames = circuit.YNodeOrder() node_number = len(AllNodeNames) - name_voltage_dict = {AllNodeNames[ii]:complex(temp_Vbus[ii * 2], temp_Vbus[ii * 2 + 1]) for ii in range(node_number)} - feeder_voltages = np.array([complex(temp_Vbus[ii * 2], temp_Vbus[ii * 2 + 1]) for ii in range(node_number)]) + name_voltage_dict = { + AllNodeNames[ii]: complex(temp_Vbus[ii * 2], temp_Vbus[ii * 2 + 1]) + for ii in range(node_number) + } + feeder_voltages = np.array( + [complex(temp_Vbus[ii * 2], temp_Vbus[ii * 2 + 1]) for ii in range(node_number)] + ) # voltage_pu = list(map(lambda x: abs(x[0]) / x[1], zip(feeder_voltages, BASEKV))) # print(feeder_voltages) # print(BASEKV) @@ -306,12 +336,14 @@ def get_voltages(circuit): def get_load_sizes(dss, loads): load_size_dict = {} for load in loads: - bus_phases = load['bus1'] +'.' + '.'.join(load['phases']) - load_size_dict[load['name']] = {'numPhases':load['numPhases'], - 'bus':load['bus1'], - 'bus_phases': bus_phases, - 'phases':load['phases'], - 'kVar': load['kVar'], - 'kV': load['kV'], - 'kW': load['kW']} + bus_phases = load["bus1"] + "." + ".".join(load["phases"]) + load_size_dict[load["name"]] = { + "numPhases": load["numPhases"], + "bus": load["bus1"], + "bus_phases": bus_phases, + "phases": load["phases"], + "kVar": load["kVar"], + "kV": load["kV"], + "kW": load["kW"], + } return load_size_dict diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index f720377..7720eb3 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -4,15 +4,21 @@ import pandas as pd import json from dss_functions import snapshot_run -from FeederSimulator import FeederSimulator, FeederConfig +from FeederSimulator import FeederSimulator, FeederConfig, CommandList from pydantic import BaseModel -from typing import List, Tuple import numpy as np from datetime import datetime, timedelta from gadal.gadal_types.data_types import ( - Complex,Topology,VoltagesReal,VoltagesImaginary,PowersReal, - PowersImaginary, AdmittanceMatrix, VoltagesMagnitude, - VoltagesAngle, Injection, AdmittanceSparse + Topology, + VoltagesReal, + VoltagesImaginary, + PowersReal, + PowersImaginary, + AdmittanceMatrix, + VoltagesMagnitude, + VoltagesAngle, + Injection, + AdmittanceSparse, ) logger = logging.getLogger(__name__) @@ -21,19 +27,19 @@ test_se = False + def numpy_to_y_matrix(array): - return [ - [(element.real, element.imag) for element in row] - for row in array - ] + return [[(element.real, element.imag) for element in row] for row in array] + def sparse_to_admittance_sparse(array, unique_ids): return AdmittanceSparse( - from_equipment = [unique_ids[i] for i in array.row], - to_equipment = [unique_ids[i] for i in array.col], - admittance_list = [(data.real, data.imag) for data in array.data] + from_equipment=[unique_ids[i] for i in array.row], + to_equipment=[unique_ids[i] for i in array.col], + admittance_list=[(data.real, data.imag) for data in array.data], ) + def setup_sim(config: FeederConfig): sim = FeederSimulator(config) @@ -42,26 +48,25 @@ def setup_sim(config: FeederConfig): def get_true_phases(angle): - if np.abs(angle-0)<0.2: + if np.abs(angle - 0) < 0.2: return 0 - elif np.abs(angle-np.pi/3)<0.2: - return np.pi/3 - elif np.abs(angle-2*np.pi/3)<0.2: - return 2*np.pi/3 - elif np.abs(angle-3*np.pi/3)<0.2: - return 3*np.pi/3 - elif np.abs(angle-(-np.pi/3))<0.2: - return -np.pi/3 - elif np.abs(angle-(-2*np.pi/3))<0.2: - return -2*np.pi/3 - elif np.abs(angle-(-3*np.pi/3))<0.2: - return -3*np.pi/3 + elif np.abs(angle - np.pi / 3) < 0.2: + return np.pi / 3 + elif np.abs(angle - 2 * np.pi / 3) < 0.2: + return 2 * np.pi / 3 + elif np.abs(angle - 3 * np.pi / 3) < 0.2: + return 3 * np.pi / 3 + elif np.abs(angle - (-np.pi / 3)) < 0.2: + return -np.pi / 3 + elif np.abs(angle - (-2 * np.pi / 3)) < 0.2: + return -2 * np.pi / 3 + elif np.abs(angle - (-3 * np.pi / 3)) < 0.2: + return -3 * np.pi / 3 else: logger.debug("error") -def go_cosim(sim, config: FeederConfig): - +def go_cosim(sim, config: FeederConfig, input_mapping): deltat = 0.01 fedinitstring = "--federates=1" @@ -73,89 +78,95 @@ def go_cosim(sim, config: FeederConfig): h.helicsFederateInfoSetTimeProperty(fedinfo, h.helics_property_time_delta, deltat) vfed = h.helicsCreateValueFederate(config.name, fedinfo) - pub_voltages_real = h.helicsFederateRegisterPublication(vfed, "voltages_real", h.HELICS_DATA_TYPE_STRING, "") - pub_voltages_imag = h.helicsFederateRegisterPublication(vfed, "voltages_imag", h.HELICS_DATA_TYPE_STRING, "") - pub_voltages_magnitude = h.helicsFederateRegisterPublication(vfed, "voltages_magnitude", h.HELICS_DATA_TYPE_STRING, "") - pub_powers_real = h.helicsFederateRegisterPublication(vfed, "powers_real", h.HELICS_DATA_TYPE_STRING, "") - pub_powers_imag = h.helicsFederateRegisterPublication(vfed, "powers_imag", h.HELICS_DATA_TYPE_STRING, "") - pub_topology = h.helicsFederateRegisterPublication(vfed, "topology", h.HELICS_DATA_TYPE_STRING, "") + pub_voltages_real = h.helicsFederateRegisterPublication( + vfed, "voltages_real", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_voltages_imag = h.helicsFederateRegisterPublication( + vfed, "voltages_imag", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_voltages_magnitude = h.helicsFederateRegisterPublication( + vfed, "voltages_magnitude", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_powers_real = h.helicsFederateRegisterPublication( + vfed, "powers_real", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_powers_imag = h.helicsFederateRegisterPublication( + vfed, "powers_imag", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_topology = h.helicsFederateRegisterPublication( + vfed, "topology", h.HELICS_DATA_TYPE_STRING, "" + ) + + P_set_key = ( + "not_found/change_command" + if "change_commands" not in input_mapping + else input_mapping["change_commands"] + ) + sub_P_set = vfed.register_subscription(P_set_key, "") + sub_P_set.set_default("[]") + sub_P_set.option["CONNECTION_OPTIONAL"] = 1 h.helicsFederateEnterExecutingMode(vfed) Y = sim.get_y_matrix() - #logger.debug("Eigenvalues and vectors") - #logger.debug(np.linalg.eig(Y.toarray())) - #y_matrix = numpy_to_y_matrix(Y.toarray()) unique_ids = sim._AllNodeNames if config.use_sparse_admittance: - admittancematrix = sparse_to_admittance_sparse( - Y, - unique_ids - ) + admittancematrix = sparse_to_admittance_sparse(Y, unique_ids) else: admittancematrix = AdmittanceMatrix( - admittance_matrix= numpy_to_y_matrix( - Y.toarray() - ), - ids=unique_ids + admittance_matrix=numpy_to_y_matrix(Y.toarray()), ids=unique_ids ) - logger.debug("_Vbase_allnode") logger.debug(sim._Vbase_allnode) slack_bus = [ - sim._AllNodeNames[i] for i in range( - sim._source_indexes[0], sim._source_indexes[-1] + 1 - ) + sim._AllNodeNames[i] + for i in range(sim._source_indexes[0], sim._source_indexes[-1] + 1) ] unique_ids = sim._AllNodeNames snapshot_run(sim) - logger.debug("slack_bus") - logger.debug(slack_bus) - logger.debug("unique_ids") - logger.debug(unique_ids) - - all_PQs = {} - all_PQs['load'] = sim.get_PQs_load(static=True) # Return type is PQ_values, PQ_names, PQ_types all with same size - all_PQs['pv'] = sim.get_PQs_pv(static=True) - all_PQs['gen'] = sim.get_PQs_gen(static=True) - all_PQs['cap'] = sim.get_PQs_cap(static=True) + # Return type is PQ_values, PQ_names, PQ_types all with same size + all_PQs["load"] = sim.get_PQs_load(static=True) + all_PQs["pv"] = sim.get_PQs_pv(static=True) + all_PQs["gen"] = sim.get_PQs_gen(static=True) + all_PQs["cap"] = sim.get_PQs_cap(static=True) PQ_real = [] PQ_imaginary = [] PQ_names = [] PQ_types = [] - for i in range(len(all_PQs['load'][0])): + for i in range(len(all_PQs["load"][0])): for key in all_PQs: - if all_PQs[key][1][i] !='': - PQ_real.append(-1*all_PQs[key][0][i].real) # injections are negative singe PQ values are positive - PQ_imaginary.append(-1*all_PQs[key][0][i].imag) # injections are negative singe PQ values are positive + if all_PQs[key][1][i] != "": + PQ_real.append( + -1 * all_PQs[key][0][i].real + ) # injections are negative singe PQ values are positive + PQ_imaginary.append( + -1 * all_PQs[key][0][i].imag + ) # injections are negative singe PQ values are positive PQ_names.append(all_PQs[key][1][i]) PQ_types.append(all_PQs[key][2][i]) - power_real = PowersReal(ids = PQ_names, values = PQ_real, equipment_type = PQ_types) - power_imaginary = PowersImaginary(ids = PQ_names, values = PQ_imaginary, equipment_type = PQ_types) - injections = Injection(power_real=power_real, power_imaginary = power_imaginary) + power_real = PowersReal(ids=PQ_names, values=PQ_real, equipment_type=PQ_types) + power_imaginary = PowersImaginary( + ids=PQ_names, values=PQ_imaginary, equipment_type=PQ_types + ) + injections = Injection(power_real=power_real, power_imaginary=power_imaginary) - sim.solve(0,0) + sim.solve(0, 0) feeder_voltages = sim.get_voltages_actual() phases = list(map(get_true_phases, np.angle(feeder_voltages))) base_voltages = list(sim._Vbase_allnode) base_voltagemagnitude = VoltagesMagnitude( - values = [abs(i) for i in base_voltages], - ids = unique_ids + values=[abs(i) for i in base_voltages], ids=unique_ids ) - base_voltageangle = VoltagesAngle( - values = phases, - ids = unique_ids - ) + base_voltageangle = VoltagesAngle(values=phases, ids=unique_ids) - topology = Topology( admittance=admittancematrix, base_voltage_angles=base_voltageangle, @@ -169,51 +180,62 @@ def go_cosim(sim, config: FeederConfig): f.write(topology.json()) pub_topology.publish(topology.json()) - granted_time = -1 - current_hour = 0 - current_second = 0 - current_index = config.start_time_index for request_time in range(0, int(config.number_of_timesteps)): - while granted_time < request_time: - granted_time = h.helicsFederateRequestTime(vfed, request_time) + granted_time = h.helicsFederateRequestTime(vfed, request_time) + + current_index = int(granted_time) # floors + current_timestamp = datetime.strptime( + config.start_date, "%Y-%m-%d %H:%M:%S" + ) + timedelta(seconds=granted_time * config.run_freq_sec) + floored_timestamp = datetime.strptime( + config.start_date, "%Y-%m-%d %H:%M:%S" + ) + timedelta(seconds=current_index * config.run_freq_sec) + logger.info( + f"Get Voltages and PQs at {current_index} {granted_time} {request_time}" + ) - logger.info('start time: '+str(datetime.now())) - current_index+=1 - current_timestamp = datetime.strptime(config.start_date, '%Y-%m-%d %H:%M:%S') + timedelta(seconds = current_index*config.run_freq_sec) - current_second+=config.run_freq_sec - if current_second >=60*60: - current_second = 0 - current_hour+=1 - logger.info(f'Get Voltages and PQs at {current_index} {granted_time} {request_time}') + change_obj_cmds = CommandList.parse_obj(sub_P_set.json) + sim.change_obj(change_obj_cmds) - sim.solve(current_hour,current_second) + sim.solve(floored_timestamp.hour, floored_timestamp.second) feeder_voltages = sim.get_voltages_actual() all_PQs = {} - all_PQs['load'] = sim.get_PQs_load(static=False) # Return type is PQ_values, PQ_names, PQ_types all with same size - all_PQs['pv'] = sim.get_PQs_pv(static=False) - all_PQs['gen'] = sim.get_PQs_gen(static=False) - all_PQs['cap'] = sim.get_PQs_cap(static=False) - - PQ_injections_all = all_PQs['load'][0]+ all_PQs['pv'][0] + all_PQs['gen'][0]+ all_PQs['cap'][0] + all_PQs["load"] = sim.get_PQs_load( + static=False + ) # Return type is PQ_values, PQ_names, PQ_types all with same size + all_PQs["pv"] = sim.get_PQs_pv(static=False) + all_PQs["gen"] = sim.get_PQs_gen(static=False) + all_PQs["cap"] = sim.get_PQs_cap(static=False) + + PQ_injections_all = ( + all_PQs["load"][0] + + all_PQs["pv"][0] + + all_PQs["gen"][0] + + all_PQs["cap"][0] + ) logger.debug("Feeder Voltages") logger.debug(feeder_voltages) logger.debug("PQ") logger.debug(PQ_injections_all) logger.debug("Calculated Power") - Cal_power = feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 + Cal_power = ( + feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 + ) errors = PQ_injections_all + Cal_power sort_errors = np.sort(np.abs(errors)) logger.debug("errors") logger.debug(errors) if np.any(sort_errors[:-3] > 1): - raise ValueError('Power balance does not hold') + raise ValueError("Power balance does not hold") PQ_injections_all[sim._source_indexes] = -Cal_power[sim._source_indexes] - power_balance = (feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000) + power_balance = ( + feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 + ) logger.debug(power_balance) - indices, = np.nonzero(np.abs(errors) > 1) + (indices,) = np.nonzero(np.abs(errors) > 1) logger.debug("Indices with error > 1") logger.debug(indices) logger.debug([sim._AllNodeNames[i] for i in indices]) @@ -222,23 +244,49 @@ def go_cosim(sim, config: FeederConfig): logger.debug(feeder_voltages[indices]) logger.debug(power_balance[indices]) - phases = list(map(get_true_phases, np.angle(feeder_voltages))) - base_voltageangle = VoltagesAngle( - values = phases, - ids = unique_ids - ) + base_voltageangle = VoltagesAngle(values=phases, ids=unique_ids) - logger.debug('Publish load ' + str(feeder_voltages.real[0])) - voltage_magnitudes = np.abs(feeder_voltages.real + 1j* feeder_voltages.imag) - pub_voltages_magnitude.publish(VoltagesMagnitude(values=list(voltage_magnitudes), ids=sim._AllNodeNames, time = current_timestamp).json()) - pub_voltages_real.publish(VoltagesReal(values=list(feeder_voltages.real), ids=sim._AllNodeNames, time = current_timestamp).json()) - pub_voltages_imag.publish(VoltagesImaginary(values=list(feeder_voltages.imag), ids=sim._AllNodeNames, time = current_timestamp).json()) - pub_powers_real.publish(PowersReal(values=list(PQ_injections_all.real), ids=sim._AllNodeNames, time = current_timestamp).json()) - pub_powers_imag.publish(PowersImaginary(values=list(PQ_injections_all.imag), ids=sim._AllNodeNames, time = current_timestamp).json()) + logger.debug("Publish load " + str(feeder_voltages.real[0])) + voltage_magnitudes = np.abs(feeder_voltages.real + 1j * feeder_voltages.imag) + pub_voltages_magnitude.publish( + VoltagesMagnitude( + values=list(voltage_magnitudes), + ids=sim._AllNodeNames, + time=current_timestamp, + ).json() + ) + pub_voltages_real.publish( + VoltagesReal( + values=list(feeder_voltages.real), + ids=sim._AllNodeNames, + time=current_timestamp, + ).json() + ) + pub_voltages_imag.publish( + VoltagesImaginary( + values=list(feeder_voltages.imag), + ids=sim._AllNodeNames, + time=current_timestamp, + ).json() + ) + pub_powers_real.publish( + PowersReal( + values=list(PQ_injections_all.real), + ids=sim._AllNodeNames, + time=current_timestamp, + ).json() + ) + pub_powers_imag.publish( + PowersImaginary( + values=list(PQ_injections_all.imag), + ids=sim._AllNodeNames, + time=current_timestamp, + ).json() + ) - logger.info('end time: '+str(datetime.now())) + logger.info("end time: " + str(datetime.now())) h.helicsFederateDisconnect(vfed) h.helicsFederateFree(vfed) @@ -250,11 +298,14 @@ class FeederCosimConfig(BaseModel): def run(): - with open('static_inputs.json') as f: + with open("static_inputs.json") as f: parameters = json.load(f) + with open("input_mapping.json") as f: + input_mapping = json.load(f) config = FeederConfig(**parameters) sim = setup_sim(config) - go_cosim(sim, config) + go_cosim(sim, config, input_mapping) + -if __name__ == '__main__': +if __name__ == "__main__": run() From d038b04983aba129be423dd4b8dc67193a1694fd Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 8 Mar 2023 11:43:53 -0700 Subject: [PATCH 02/47] Run black formatter --- measuring_federate/generate_test_config.py | 220 ++++++++++++++++++++- measuring_federate/measuring_federate.py | 31 +-- recorder/record_subscription.py | 32 +-- test_full_systems.py | 14 +- wls_federate/state_estimator_federate.py | 202 +++++++++++-------- 5 files changed, 376 insertions(+), 123 deletions(-) diff --git a/measuring_federate/generate_test_config.py b/measuring_federate/generate_test_config.py index 2d95e70..50eae92 100644 --- a/measuring_federate/generate_test_config.py +++ b/measuring_federate/generate_test_config.py @@ -3,9 +3,209 @@ from typing import List -BUSES = ['P1UDT882LV.1', 'P1UDT882LV.2', 'P1ULV4109.1', 'P1ULV4109.2', 'P1UDM3853.1', 'P1UDM3853.2', 'P1ULV4110.1', 'P1ULV4110.2', 'P1UDT883LV.1', 'P1UDT883LV.2', 'P1UDM3854.1', 'P1UDM3854.2', 'P1ULV4111.1', 'P1ULV4111.2', 'P1UDT884LV.1', 'P1UDT884LV.2', 'P1ULV4112.1', 'P1ULV4112.2', 'P1UDM3856.1', 'P1UDM3856.2', 'P1ULV4113.1', 'P1ULV4113.2', 'P1UDT893LV.1', 'P1UDT893LV.2', 'P1ULV4136.1', 'P1ULV4136.2', 'P1UDM3883.1', 'P1UDM3883.2', 'P1ULV4137.1', 'P1ULV4137.2', 'P1UDT894LV.1', 'P1UDT894LV.2', 'P1UDM3884.1', 'P1UDM3884.2', 'P1ULV4138.1', 'P1ULV4138.2', 'P1UDT895LV.1', 'P1UDT895LV.2', 'P1ULV7543.1', 'P1ULV7543.2', 'P1UDM3885.1', 'P1UDM3885.2', 'P1ULV4139.1', 'P1ULV4139.2', 'P1UDM3887.1', 'P1UDM3887.2', 'P1ULV4140.1', 'P1ULV4140.2', 'P1UDM3889.1', 'P1UDM3889.2', 'P1ULV7633.1', 'P1ULV7633.2', 'P1UDT896LV.1', 'P1UDT896LV.2', 'P1UDM3888.1', 'P1UDM3888.2', 'P1ULV4197.1', 'P1ULV4197.2', 'P1UDT909LV.1', 'P1UDT909LV.2', 'P1ULV4155.1', 'P1ULV4155.2', 'P1UDT942LV.1', 'P1UDT942LV.2', 'P1ULV4193.1', 'P1ULV4193.2', 'P1UDT943LV.1', 'P1UDT943LV.2', 'P1ULV4196.1', 'P1ULV4196.2', 'P1UDT1431LV.1', 'P1UDT1431LV.2', 'P1ULV7544.1', 'P1ULV7544.2', 'P1UDT1432LV.1', 'P1UDT1432LV.2', 'P1ULV7546.1', 'P1ULV7546.2', 'P1UDT1433LV.1', 'P1UDT1433LV.2', 'P1ULV7547.1', 'P1ULV7547.2', 'P1UDT908-P1UDT909X.2', 'P1UDT909.2', 'P1UDT1433-P1UDT882X.3', 'P1UDT882.3', 'P1UDT1432-P1UDT881X.2', 'P1UDT1432.2', 'P1UDT896-P1UDT938X.3', 'P1UDT896.3', 'P1UDT942-P1UHS0_1247X.1', 'P1UDT942-P1UHS0_1247X.2', 'P1UDT942-P1UHS0_1247X.3', 'P1UDT942.1', 'P1UDT942.2', 'P1UDT942.3', 'P1UDT907LV.1', 'P1UDT907LV.2', 'P1UDT907LV.3', 'P1ULV4153.1', 'P1ULV4153.2', 'P1ULV4153.3', 'P1UDT908LV.1', 'P1UDT908LV.2', 'P1UDT908LV.3', 'P1ULV4154.1', 'P1ULV4154.2', 'P1ULV4154.3', 'P1UDT907.1', 'P1UDT907.2', 'P1UDT907.3', 'P1UDT908.1', 'P1UDT908.2', 'P1UDT908.3', 'P1UDT893.1', 'P1UDT893.2', 'P1UDT893.3', 'P1UDT894.1', 'P1UDT894.2', 'P1UDT894.3', 'P1UDT1425LV.1', 'P1UDT1425LV.2', 'P1UDT1425LV.3', 'P1ULV7531.1', 'P1ULV7531.2', 'P1ULV7531.3', 'P1UDT881LV.1', 'P1UDT881LV.2', 'P1UDT881LV.3', 'P1ULV4108.1', 'P1ULV4108.2', 'P1ULV4108.3', 'P1UDT1425-P1UDT881X.1', 'P1UDT1425-P1UDT881X.2', 'P1UDT1425-P1UDT881X.3', 'P1UDT881.1', 'P1UDT881.2', 'P1UDT881.3', 'P1UDT1433.1', 'P1UDT1433.2', 'P1UDT1433.3', 'P1UDT1425.1', 'P1UDT1425.2', 'P1UDT1425.3', 'P1UDT883.1', 'P1UDT883.2', 'P1UDT883.3', 'P1UDT884.1', 'P1UDT884.2', 'P1UDT884.3', 'P1UDT1431.1', 'P1UDT1431.2', 'P1UDT1431.3', 'P1UDT1431-P1UDT895X.1', 'P1UDT1431-P1UDT895X.2', 'P1UDT1431-P1UDT895X.3', 'P1UDT894-P1UDT895X.1', 'P1UDT894-P1UDT895X.2', 'P1UDT894-P1UDT895X.3', 'P1UDT895.1', 'P1UDT895.2', 'P1UDT895.3', 'P1UDT894-P1UDT942X.1', 'P1UDT894-P1UDT942X.2', 'P1UDT894-P1UDT942X.3', 'P1UDT939LV.1', 'P1UDT939LV.2', 'P1UDT939LV.3', 'P1ULV4189.1', 'P1ULV4189.2', 'P1ULV4189.3', 'P1UDT938LV.1', 'P1UDT938LV.2', 'P1UDT938LV.3', 'P1ULV4188.1', 'P1ULV4188.2', 'P1ULV4188.3', 'P1UDT892LV.1', 'P1UDT892LV.2', 'P1UDT892LV.3', 'P1ULV4132.1', 'P1ULV4132.2', 'P1ULV4132.3', 'P1UDT938.1', 'P1UDT938.2', 'P1UDT938.3', 'P1UDT892.1', 'P1UDT892.2', 'P1UDT892.3', 'P1UDT943.1', 'P1UDT943.2', 'P1UDT943.3', 'P1UDT939.1', 'P1UDT939.2', 'P1UDT939.3'] +BUSES = [ + "P1UDT882LV.1", + "P1UDT882LV.2", + "P1ULV4109.1", + "P1ULV4109.2", + "P1UDM3853.1", + "P1UDM3853.2", + "P1ULV4110.1", + "P1ULV4110.2", + "P1UDT883LV.1", + "P1UDT883LV.2", + "P1UDM3854.1", + "P1UDM3854.2", + "P1ULV4111.1", + "P1ULV4111.2", + "P1UDT884LV.1", + "P1UDT884LV.2", + "P1ULV4112.1", + "P1ULV4112.2", + "P1UDM3856.1", + "P1UDM3856.2", + "P1ULV4113.1", + "P1ULV4113.2", + "P1UDT893LV.1", + "P1UDT893LV.2", + "P1ULV4136.1", + "P1ULV4136.2", + "P1UDM3883.1", + "P1UDM3883.2", + "P1ULV4137.1", + "P1ULV4137.2", + "P1UDT894LV.1", + "P1UDT894LV.2", + "P1UDM3884.1", + "P1UDM3884.2", + "P1ULV4138.1", + "P1ULV4138.2", + "P1UDT895LV.1", + "P1UDT895LV.2", + "P1ULV7543.1", + "P1ULV7543.2", + "P1UDM3885.1", + "P1UDM3885.2", + "P1ULV4139.1", + "P1ULV4139.2", + "P1UDM3887.1", + "P1UDM3887.2", + "P1ULV4140.1", + "P1ULV4140.2", + "P1UDM3889.1", + "P1UDM3889.2", + "P1ULV7633.1", + "P1ULV7633.2", + "P1UDT896LV.1", + "P1UDT896LV.2", + "P1UDM3888.1", + "P1UDM3888.2", + "P1ULV4197.1", + "P1ULV4197.2", + "P1UDT909LV.1", + "P1UDT909LV.2", + "P1ULV4155.1", + "P1ULV4155.2", + "P1UDT942LV.1", + "P1UDT942LV.2", + "P1ULV4193.1", + "P1ULV4193.2", + "P1UDT943LV.1", + "P1UDT943LV.2", + "P1ULV4196.1", + "P1ULV4196.2", + "P1UDT1431LV.1", + "P1UDT1431LV.2", + "P1ULV7544.1", + "P1ULV7544.2", + "P1UDT1432LV.1", + "P1UDT1432LV.2", + "P1ULV7546.1", + "P1ULV7546.2", + "P1UDT1433LV.1", + "P1UDT1433LV.2", + "P1ULV7547.1", + "P1ULV7547.2", + "P1UDT908-P1UDT909X.2", + "P1UDT909.2", + "P1UDT1433-P1UDT882X.3", + "P1UDT882.3", + "P1UDT1432-P1UDT881X.2", + "P1UDT1432.2", + "P1UDT896-P1UDT938X.3", + "P1UDT896.3", + "P1UDT942-P1UHS0_1247X.1", + "P1UDT942-P1UHS0_1247X.2", + "P1UDT942-P1UHS0_1247X.3", + "P1UDT942.1", + "P1UDT942.2", + "P1UDT942.3", + "P1UDT907LV.1", + "P1UDT907LV.2", + "P1UDT907LV.3", + "P1ULV4153.1", + "P1ULV4153.2", + "P1ULV4153.3", + "P1UDT908LV.1", + "P1UDT908LV.2", + "P1UDT908LV.3", + "P1ULV4154.1", + "P1ULV4154.2", + "P1ULV4154.3", + "P1UDT907.1", + "P1UDT907.2", + "P1UDT907.3", + "P1UDT908.1", + "P1UDT908.2", + "P1UDT908.3", + "P1UDT893.1", + "P1UDT893.2", + "P1UDT893.3", + "P1UDT894.1", + "P1UDT894.2", + "P1UDT894.3", + "P1UDT1425LV.1", + "P1UDT1425LV.2", + "P1UDT1425LV.3", + "P1ULV7531.1", + "P1ULV7531.2", + "P1ULV7531.3", + "P1UDT881LV.1", + "P1UDT881LV.2", + "P1UDT881LV.3", + "P1ULV4108.1", + "P1ULV4108.2", + "P1ULV4108.3", + "P1UDT1425-P1UDT881X.1", + "P1UDT1425-P1UDT881X.2", + "P1UDT1425-P1UDT881X.3", + "P1UDT881.1", + "P1UDT881.2", + "P1UDT881.3", + "P1UDT1433.1", + "P1UDT1433.2", + "P1UDT1433.3", + "P1UDT1425.1", + "P1UDT1425.2", + "P1UDT1425.3", + "P1UDT883.1", + "P1UDT883.2", + "P1UDT883.3", + "P1UDT884.1", + "P1UDT884.2", + "P1UDT884.3", + "P1UDT1431.1", + "P1UDT1431.2", + "P1UDT1431.3", + "P1UDT1431-P1UDT895X.1", + "P1UDT1431-P1UDT895X.2", + "P1UDT1431-P1UDT895X.3", + "P1UDT894-P1UDT895X.1", + "P1UDT894-P1UDT895X.2", + "P1UDT894-P1UDT895X.3", + "P1UDT895.1", + "P1UDT895.2", + "P1UDT895.3", + "P1UDT894-P1UDT942X.1", + "P1UDT894-P1UDT942X.2", + "P1UDT894-P1UDT942X.3", + "P1UDT939LV.1", + "P1UDT939LV.2", + "P1UDT939LV.3", + "P1ULV4189.1", + "P1ULV4189.2", + "P1ULV4189.3", + "P1UDT938LV.1", + "P1UDT938LV.2", + "P1UDT938LV.3", + "P1ULV4188.1", + "P1ULV4188.2", + "P1ULV4188.3", + "P1UDT892LV.1", + "P1UDT892LV.2", + "P1UDT892LV.3", + "P1ULV4132.1", + "P1ULV4132.2", + "P1ULV4132.3", + "P1UDT938.1", + "P1UDT938.2", + "P1UDT938.3", + "P1UDT892.1", + "P1UDT892.2", + "P1UDT892.3", + "P1UDT943.1", + "P1UDT943.2", + "P1UDT943.3", + "P1UDT939.1", + "P1UDT939.2", + "P1UDT939.3", +] -SLACK_BUS = ['P1UDT942-P1UHS0_1247X.1', 'P1UDT942-P1UHS0_1247X.2', 'P1UDT942-P1UHS0_1247X.3'] +SLACK_BUS = [ + "P1UDT942-P1UHS0_1247X.1", + "P1UDT942-P1UHS0_1247X.2", + "P1UDT942-P1UHS0_1247X.3", +] class MeasurementConfig(BaseModel): @@ -20,10 +220,12 @@ class MeasurementConfig(BaseModel): seed(12345) for i in SLACK_BUS: BUSES.remove(i) - print(MeasurementConfig( - name = "MeasurementFederate", - gaussian_variance = 0.1, - voltage_ids = sample(BUSES, 3*len(BUSES) // 4), - real_power_ids = sample(BUSES, 3*len(BUSES) // 4), - reactive_power_ids = sample(BUSES, 3*len(BUSES) // 4) - ).json()) + print( + MeasurementConfig( + name="MeasurementFederate", + gaussian_variance=0.1, + voltage_ids=sample(BUSES, 3 * len(BUSES) // 4), + real_power_ids=sample(BUSES, 3 * len(BUSES) // 4), + reactive_power_ids=sample(BUSES, 3 * len(BUSES) // 4), + ).json() + ) diff --git a/measuring_federate/measuring_federate.py b/measuring_federate/measuring_federate.py index 20b2324..bfbdb2f 100644 --- a/measuring_federate/measuring_federate.py +++ b/measuring_federate/measuring_federate.py @@ -12,11 +12,13 @@ logger.addHandler(logging.StreamHandler()) logger.setLevel(logging.INFO) + class MeasurementConfig(BaseModel): name: str gaussian_variance: float measurement_file: str random_percent: float + run_freq_time_step: float = 1.0 def get_indices(labelled_array, indices): @@ -29,25 +31,28 @@ def reindex(measurement_array, indices): inv_map = {v: i for i, v in enumerate(measurement_array.ids)} for i in inv_map: logger.debug(i) - return MeasurementArray(values=[ - measurement_array.values[inv_map[i]] for i in indices - ], ids=indices, units = measurement_array.units, equipment_type = measurement_array.equipment_type, time = measurement_array.time) + return MeasurementArray( + values=[measurement_array.values[inv_map[i]] for i in indices], + ids=indices, + units=measurement_array.units, + equipment_type=measurement_array.equipment_type, + time=measurement_array.time, + ) def apply(f, measurement_array): return MeasurementArray( values=list(map(f, measurement_array.values)), ids=measurement_array.ids, - units = measurement_array.units, - equipment_type = measurement_array.equipment_type, - time = measurement_array.time + units=measurement_array.units, + equipment_type=measurement_array.equipment_type, + time=measurement_array.time, ) class MeasurementRelay: def __init__(self, config: MeasurementConfig, input_mapping): self.rng = np.random.default_rng(12345) - deltat = 0.01 # deltat = 60. # Create Federate Info object that describes the federate properties # @@ -58,7 +63,7 @@ def __init__(self, config: MeasurementConfig, input_mapping): logger.debug(config.name) h.helicsFederateInfoSetTimeProperty( - fedinfo, h.helics_property_time_delta, deltat + fedinfo, h.helics_property_time_delta, config.run_freq_time_step ) self.vfed = h.helicsCreateValueFederate(config.name, fedinfo) @@ -69,7 +74,7 @@ def __init__(self, config: MeasurementConfig, input_mapping): input_mapping["subscription"], "" ) - #TODO: find better way to determine what the name of this federate instance is than looking at the subscription + # TODO: find better way to determine what the name of this federate instance is than looking at the subscription self.pub_measurement = self.vfed.register_publication( "publication", h.HELICS_DATA_TYPE_STRING, "" ) @@ -82,7 +87,7 @@ def transform(self, measurement_array: MeasurementArray, unique_ids): new_array = reindex(measurement_array, unique_ids) return apply( lambda x: x + self.rng.normal(scale=np.sqrt(self.gaussian_variance)), - new_array + new_array, ) def run(self): @@ -92,11 +97,11 @@ def run(self): granted_time = h.helicsFederateRequestTime(self.vfed, h.HELICS_TIME_MAXTIME) while granted_time < h.HELICS_TIME_MAXTIME: - logger.info('start time: '+str(datetime.now())) + logger.info("start time: " + str(datetime.now())) json_data = self.sub_measurement.json measurement = MeasurementArray(**json_data) - with open(self.measurement_file,'r') as fp: + with open(self.measurement_file, "r") as fp: self.measurement = json.load(fp) measurement_transformed = self.transform(measurement, self.measurement) logger.debug("measured transformed") @@ -105,7 +110,7 @@ def run(self): self.pub_measurement.publish(measurement_transformed.json()) granted_time = h.helicsFederateRequestTime(self.vfed, h.HELICS_TIME_MAXTIME) - logger.info('end time: '+str(datetime.now())) + logger.info("end time: " + str(datetime.now())) self.destroy() diff --git a/recorder/record_subscription.py b/recorder/record_subscription.py index f4cbfed..c94def0 100644 --- a/recorder/record_subscription.py +++ b/recorder/record_subscription.py @@ -14,6 +14,7 @@ logger.addHandler(logging.StreamHandler()) logger.setLevel(logging.INFO) + class Recorder: def __init__(self, name, feather_filename, csv_filename, input_mapping): self.rng = np.random.default_rng(12345) @@ -35,9 +36,7 @@ def __init__(self, name, feather_filename, csv_filename, input_mapping): logger.info("Value federate created") # Register the publication # - self.sub = self.vfed.register_subscription( - input_mapping["subscription"], "" - ) + self.sub = self.vfed.register_subscription(input_mapping["subscription"], "") self.feather_filename = feather_filename self.csv_filename = csv_filename @@ -50,34 +49,39 @@ def run(self): start = True granted_time = h.helicsFederateRequestTime(self.vfed, h.HELICS_TIME_MAXTIME) - with pa.OSFile(self.feather_filename, 'wb') as sink: + with pa.OSFile(self.feather_filename, "wb") as sink: writer = None while granted_time < h.HELICS_TIME_MAXTIME: - logger.info('start time: '+str(datetime.now())) + logger.info("start time: " + str(datetime.now())) logger.debug(granted_time) # Check that the data is a MeasurementArray type json_data = self.sub.json - json_data['time'] = granted_time + json_data["time"] = granted_time measurement = MeasurementArray(**self.sub.json) - measurement_dict = {key: value for key, value in zip(measurement.ids,measurement.values)} - measurement_dict['time'] = measurement.time.strftime("%Y-%m-%d %H:%M:%S") + measurement_dict = { + key: value + for key, value in zip(measurement.ids, measurement.values) + } + measurement_dict["time"] = measurement.time.strftime( + "%Y-%m-%d %H:%M:%S" + ) logger.debug(measurement.time) if start: schema_elements = [(key, pa.float64()) for key in measurement.ids] - schema_elements.append(('time',pa.string())) + schema_elements.append(("time", pa.string())) schema = pa.schema(schema_elements) writer = pa.ipc.new_file(sink, schema) start = False cnt = 0 - writer.write_batch(pa.RecordBatch.from_pylist([ - measurement_dict - ])) + writer.write_batch(pa.RecordBatch.from_pylist([measurement_dict])) - granted_time = h.helicsFederateRequestTime(self.vfed, h.HELICS_TIME_MAXTIME) - logger.info('end time: '+str(datetime.now())) + granted_time = h.helicsFederateRequestTime( + self.vfed, h.HELICS_TIME_MAXTIME + ) + logger.info("end time: " + str(datetime.now())) if writer is not None: writer.close() diff --git a/test_full_systems.py b/test_full_systems.py index 7f169ad..4e7ce32 100644 --- a/test_full_systems.py +++ b/test_full_systems.py @@ -26,10 +26,12 @@ args = parser.parse_args() + def bad_type_checker(type, x): "Doesn't do any type checking on the exchange types" return True + # We make classes for each component using a type checker LocalFeeder = component_from_json( "LocalFeeder/component_definition.json", bad_type_checker @@ -40,22 +42,22 @@ def bad_type_checker(type, x): StateEstimatorComponent = component_from_json( "wls_federate/component_definition.json", bad_type_checker ) -Recorder = component_from_json( - "recorder/component_definition.json", bad_type_checker -) +Recorder = component_from_json("recorder/component_definition.json", bad_type_checker) # Dictionary used to interpret test_system.json component_types = { "LocalFeeder": LocalFeeder, "MeasurementComponent": MeasurementComponent, "StateEstimatorComponent": StateEstimatorComponent, - "Recorder": Recorder + "Recorder": Recorder, } # Read wiring diagram (lists components, links, and parameters) wiring_diagram = WiringDiagram.parse_file(args.system) -#wiring_diagram.clean_model() +# wiring_diagram.clean_model() # Generate runner config using wiring diagram and component types -runner_config = generate_runner_config(wiring_diagram, component_types, target_directory=args.target_directory) +runner_config = generate_runner_config( + wiring_diagram, component_types, target_directory=args.target_directory +) with open(f"{args.target_directory}/test_system_runner.json", "w") as f: f.write(runner_config.json(indent=2)) diff --git a/wls_federate/state_estimator_federate.py b/wls_federate/state_estimator_federate.py index 4ea0cbe..2d08d72 100644 --- a/wls_federate/state_estimator_federate.py +++ b/wls_federate/state_estimator_federate.py @@ -16,47 +16,65 @@ from typing import List, Optional, Union from scipy.optimize import least_squares from datetime import datetime -from gadal.gadal_types.data_types import AdmittanceSparse, MeasurementArray, AdmittanceMatrix, Topology, Complex, VoltagesMagnitude, VoltagesAngle, VoltagesReal, VoltagesImaginary, PowersReal, PowersImaginary +from gadal.gadal_types.data_types import ( + AdmittanceSparse, + MeasurementArray, + AdmittanceMatrix, + Topology, + Complex, + VoltagesMagnitude, + VoltagesAngle, + VoltagesReal, + VoltagesImaginary, + PowersReal, + PowersImaginary, +) import scipy.sparse logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) logger.setLevel(logging.INFO) + def cal_h(knownP, knownQ, knownV, Y, deltaK, VabsK, num_node): - h1 = (VabsK[knownV]).reshape(-1,1) + h1 = (VabsK[knownV]).reshape(-1, 1) Vp = VabsK * np.exp(1j * deltaK) S = Vp * (Y.conjugate() @ Vp.conjugate()) P, Q = S.real, S.imag - h2, h3 = P[knownP].reshape(-1,1), Q[knownQ].reshape(-1,1) + h2, h3 = P[knownP].reshape(-1, 1), Q[knownQ].reshape(-1, 1) h = np.concatenate((h1, h2, h3), axis=0) return h.reshape(-1) + def cal_H(X0, z, num_node, knownP, knownQ, knownV, Y): deltaK, VabsK = X0[:num_node], X0[num_node:] num_knownV = len(knownV) - #Calculate original H1 + # Calculate original H1 H11, H12 = np.zeros((num_knownV, num_node)), np.zeros(num_knownV * num_node) - H12[np.arange(num_knownV)*num_node + knownV] = 1 + H12[np.arange(num_knownV) * num_node + knownV] = 1 H1 = np.concatenate((H11, H12.reshape(num_knownV, num_node)), axis=1) Vp = VabsK * np.exp(1j * deltaK) -##### S = np.diag(Vp) @ Y.conjugate() @ Vp.conjugate() -###### Take gradient with respect to V - H_pow2 = ( - Vp.reshape(-1, 1) * Y.conjugate() * np.exp(-1j * deltaK).reshape(1, -1) + - np.exp(1j * deltaK) * np.diag(Y.conjugate() @ Vp.conjugate()) - ) + ##### S = np.diag(Vp) @ Y.conjugate() @ Vp.conjugate() + ###### Take gradient with respect to V + H_pow2 = Vp.reshape(-1, 1) * Y.conjugate() * np.exp(-1j * deltaK).reshape( + 1, -1 + ) + np.exp(1j * deltaK) * np.diag(Y.conjugate() @ Vp.conjugate()) # Take gradient with respect to delta H_pow1 = ( - 1j * Vp.reshape(-1, 1) * (np.diag(Y.conjugate() @ Vp.conjugate()) - - Y.conjugate() * Vp.conjugate().reshape(1, -1)) - ) - + 1j + * Vp.reshape(-1, 1) + * ( + np.diag(Y.conjugate() @ Vp.conjugate()) + - Y.conjugate() * Vp.conjugate().reshape(1, -1) + ) + ) + H2 = np.concatenate((H_pow1.real, H_pow2.real), axis=1)[knownP, :] H3 = np.concatenate((H_pow1.imag, H_pow2.imag), axis=1)[knownQ, :] - H = np.concatenate((H1, H2, H3), axis=0) + H = np.concatenate((H1, H2, H3), axis=0) return -H + def residual(X0, z, num_node, knownP, knownQ, knownV, Y): delta, Vabs = X0[:num_node], X0[num_node:] h = cal_h(knownP, knownQ, knownV, Y, delta, Vabs, num_node) @@ -66,30 +84,26 @@ def residual(X0, z, num_node, knownP, knownQ, knownV, Y): logger.debug(z) logger.debug("h") logger.debug(h) - return z-h + return z - h def get_y(admittance: Union[AdmittanceMatrix, AdmittanceSparse], ids: List[str]): if type(admittance) == AdmittanceMatrix: assert ids == admittance.ids - return matrix_to_numpy( - admittance.admittance_matrix - ) + return matrix_to_numpy(admittance.admittance_matrix) elif type(admittance) == AdmittanceSparse: node_map = {name: i for (i, name) in enumerate(ids)} return scipy.sparse.coo_matrix( ( - [ - v[0] + 1j*v[1] - for v in admittance.admittance_list - ], + [v[0] + 1j * v[1] for v in admittance.admittance_list], ( [node_map[r] for r in admittance.from_equipment], - [node_map[c] for c in admittance.to_equipment] - ) + [node_map[c] for c in admittance.to_equipment], + ), ) ).toarray() + def matrix_to_numpy(admittance: List[List[Complex]]): "Convert list of list of our Complex type into a numpy matrix" return np.array([[x[0] + 1j * x[1] for x in row] for row in admittance]) @@ -100,9 +114,11 @@ def get_indices(topology, measurement): inv_map = {v: i for i, v in enumerate(topology.base_voltage_magnitudes.ids)} return [inv_map[v] for v in measurement.ids] + class UnitSystem(str, Enum): - SI = 'SI' - PER_UNIT = 'PER_UNIT' + SI = "SI" + PER_UNIT = "PER_UNIT" + class AlgorithmParameters(BaseModel): tol: float = 5e-7 @@ -112,7 +128,17 @@ class AlgorithmParameters(BaseModel): class Config: use_enum_values = True -def state_estimator(parameters: AlgorithmParameters, topology, P, Q, V, initial_ang=0, initial_V=1, slack_index=0): + +def state_estimator( + parameters: AlgorithmParameters, + topology, + P, + Q, + V, + initial_ang=0, + initial_V=1, + slack_index=0, +): """Estimates voltage magnitude and angle from topology, partial power injections P + Q i, and lossy partial voltage magnitude. @@ -139,27 +165,34 @@ def state_estimator(parameters: AlgorithmParameters, topology, P, Q, V, initial_ knownV = get_indices(topology, V) if parameters.units == UnitSystem.SI: - z = np.concatenate(( - V.array, -1000*np.array(P.array), -1000*np.array(Q.array) - ), axis=0) + z = np.concatenate( + (V.array, -1000 * np.array(P.array), -1000 * np.array(Q.array)), axis=0 + ) Y = get_y(topology.admittance, ids) elif parameters.units == UnitSystem.PER_UNIT: base_power = 100 if parameters.base_power != None: base_power = parameters.base_power - z = np.concatenate(( - V.values / base_voltages[knownV], - -np.array(P.values) / base_power, - -np.array(Q.values) / base_power - ), axis=0) + z = np.concatenate( + ( + V.values / base_voltages[knownV], + -np.array(P.values) / base_power, + -np.array(Q.values) / base_power, + ), + axis=0, + ) Y = get_y(topology.admittance, ids) # Hand-crafted unit conversion (check it, it works) - Y = base_voltages.reshape(1, -1) * Y * \ - base_voltages.reshape(-1, 1) / (base_power * 1000) + Y = ( + base_voltages.reshape(1, -1) + * Y + * base_voltages.reshape(-1, 1) + / (base_power * 1000) + ) else: raise Exception(f"Unit system {parameters.units} not supported") tol = parameters.tol - + if type(initial_ang) != np.ndarray: delta = np.full(num_node, initial_ang) else: @@ -177,22 +210,22 @@ def state_estimator(parameters: AlgorithmParameters, topology, P, Q, V, initial_ logging.debug(delta) X0 = np.concatenate((delta, Vabs)) logging.debug(X0) - ang_low = np.concatenate(([-1e-5], np.ones(num_node -1)* (- np.inf))) - ang_up = np.concatenate(([1e-5], np.ones(num_node -1)* ( np.inf))) - mag_low = np.ones(num_node)* (- np.inf) - mag_up = np.ones(num_node)* (np.inf) + ang_low = np.concatenate(([-1e-5], np.ones(num_node - 1) * (-np.inf))) + ang_up = np.concatenate(([1e-5], np.ones(num_node - 1) * (np.inf))) + mag_low = np.ones(num_node) * (-np.inf) + mag_up = np.ones(num_node) * (np.inf) low_limit = np.concatenate((ang_low, mag_low)) up_limit = np.concatenate((ang_up, mag_up)) # Weights are ignored since errors are sampled from Gaussian # Real dimension of solutions is # 2 * num_node - len(knownP) - len(knownV) - len(knownQ) if len(knownP) + len(knownV) + len(knownQ) < num_node * 2: - #If not observable + # If not observable res_1 = least_squares( residual, X0, jac=cal_H, - #bounds = (low_limit, up_limit), + # bounds = (low_limit, up_limit), # method = 'lm', verbose=2, ftol=tol, @@ -205,8 +238,8 @@ def state_estimator(parameters: AlgorithmParameters, topology, P, Q, V, initial_ residual, X0, jac=cal_H, - bounds = (low_limit, up_limit), - #method = 'lm', + bounds=(low_limit, up_limit), + # method = 'lm', verbose=2, ftol=tol, xtol=tol, @@ -223,13 +256,15 @@ def state_estimator(parameters: AlgorithmParameters, topology, P, Q, V, initial_ if parameters.units == UnitSystem.SI: return vmagestDecen, vangestDecen elif parameters.units == UnitSystem.PER_UNIT: - return vmagestDecen*(base_voltages), vangestDecen - + return vmagestDecen * (base_voltages), vangestDecen class StateEstimatorFederate: "State estimator federate. Wraps state_estimation with pubs and subs" - def __init__(self, federate_name, algorithm_parameters: AlgorithmParameters, input_mapping): + + def __init__( + self, federate_name, algorithm_parameters: AlgorithmParameters, input_mapping + ): "Initializes federate with name and remaps input into subscriptions" deltat = 0.1 @@ -281,9 +316,10 @@ def run(self): topology = Topology.parse_obj(self.sub_topology.json) ids = topology.base_voltage_magnitudes.ids logger.info("Topology has been read") - slack_index = None - if (not isinstance(topology.admittance, AdmittanceMatrix) and - not isinstance(topology.admittance, AdmittanceSparse)): + slack_index = None + if not isinstance(topology.admittance, AdmittanceMatrix) and not isinstance( + topology.admittance, AdmittanceSparse + ): raise "Weighted Least Squares algorithm expects AdmittanceMatrix/Sparse as input" for i in range(len(ids)): @@ -293,46 +329,55 @@ def run(self): while granted_time < h.HELICS_TIME_MAXTIME: if not self.sub_voltages_magnitude.is_updated(): - granted_time = h.helicsFederateRequestTime(self.vfed, h.HELICS_TIME_MAXTIME) + granted_time = h.helicsFederateRequestTime( + self.vfed, h.HELICS_TIME_MAXTIME + ) continue - logger.info('start time: '+str(datetime.now())) + logger.info("start time: " + str(datetime.now())) - voltages = VoltagesMagnitude.parse_obj(self.sub_voltages_magnitude.json) power_Q = PowersImaginary.parse_obj(self.sub_power_Q.json) power_P = PowersReal.parse_obj(self.sub_power_P.json) knownP = get_indices(topology, power_P) knownQ = get_indices(topology, power_Q) knownV = get_indices(topology, voltages) - + if self.initial_V is None: - #Flat start or using average measurements + # Flat start or using average measurements if len(knownP) + len(knownV) + len(knownQ) > len(ids) * 2: self.initial_V = 1.0 else: - self.initial_V = np.mean(np.array(voltages.values) / np.array(topology.base_voltage_magnitudes.values)[knownV]) + self.initial_V = np.mean( + np.array(voltages.values) + / np.array(topology.base_voltage_magnitudes.values)[knownV] + ) if self.initial_ang is None: self.initial_ang = np.array(topology.base_voltage_angles.values) voltage_magnitudes, voltage_angles = state_estimator( self.algorithm_parameters, - topology, power_P, power_Q, voltages, initial_V=self.initial_V, - initial_ang=self.initial_ang, slack_index=slack_index + topology, + power_P, + power_Q, + voltages, + initial_V=self.initial_V, + initial_ang=self.initial_ang, + slack_index=slack_index, + ) + # self.initial_V = voltage_magnitudes + # self.initial_ang = voltage_angles + self.pub_voltage_mag.publish( + VoltagesMagnitude( + values=list(voltage_magnitudes), ids=ids, time=voltages.time + ).json() ) - #self.initial_V = voltage_magnitudes - #self.initial_ang = voltage_angles - self.pub_voltage_mag.publish(VoltagesMagnitude( - values=list(voltage_magnitudes), - ids=ids, - time = voltages.time - ).json()) - self.pub_voltage_angle.publish(VoltagesAngle( - values=list(voltage_angles), - ids=ids, - time = voltages.time - ).json()) - logger.info('end time: '+str(datetime.now())) + self.pub_voltage_angle.publish( + VoltagesAngle( + values=list(voltage_angles), ids=ids, time=voltages.time + ).json() + ) + logger.info("end time: " + str(datetime.now())) self.destroy() @@ -354,13 +399,8 @@ def destroy(self): else: parameters = AlgorithmParameters.parse_obj({}) - with open("input_mapping.json") as f: input_mapping = json.load(f) - sfed = StateEstimatorFederate( - federate_name, - parameters, - input_mapping - ) + sfed = StateEstimatorFederate(federate_name, parameters, input_mapping) sfed.run() From 3045cebb8ec5f4a27ade53675732f5fcc15ebd6d Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 8 Mar 2023 11:44:12 -0700 Subject: [PATCH 03/47] Add updated pngs --- errors.png | Bin 37782 -> 29573 bytes post_analysis.py | 112 +++++++++++++++++++++++++++----------- voltage_angles_0.png | Bin 22785 -> 22074 bytes voltage_angles_95.png | Bin 22892 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b/post_analysis.py @@ -9,48 +9,82 @@ import argparse -parser = argparse.ArgumentParser(description='Create plots') -parser.add_argument("directory", nargs="?", default="outputs", - help="directory to look for voltage_measurements") +parser = argparse.ArgumentParser(description="Create plots") +parser.add_argument( + "directory", + nargs="?", + default="outputs", + help="directory to look for voltage_measurements", +) args = parser.parse_args() -voltage_real = feather.read_feather(os.path.join(args.directory, "voltage_real.feather")) -voltage_imag = feather.read_feather(os.path.join(args.directory, "voltage_imag.feather")) +voltage_real = feather.read_feather( + os.path.join(args.directory, "voltage_real.feather") +) +voltage_imag = feather.read_feather( + os.path.join(args.directory, "voltage_imag.feather") +) with open(os.path.join(args.directory, "topology.json")) as f: topology = Topology.parse_obj(json.load(f)) - base_voltages = np.array(topology.base_voltage_magnitudes.values) + base_voltage_df = pd.DataFrame( + { + "id": topology.base_voltage_magnitudes.ids, + "value": topology.base_voltage_magnitudes.values, + } + ) + base_voltage_df.set_index("id", inplace=True) + base_voltages = base_voltage_df["value"] + +true_voltages = voltage_real.drop("time", axis=1) + 1j * voltage_imag.drop( + "time", axis=1 +) +true_voltages["time"] = voltage_real["time"] +true_voltages.set_index("time", inplace=True) + +voltage_mag = feather.read_feather(os.path.join(args.directory, "voltage_mag.feather")) +estimated_time = voltage_mag["time"] +voltage_mag.drop("time", axis=1) +voltage_angle = feather.read_feather( + os.path.join(args.directory, "voltage_angle.feather") +).drop("time", axis=1) -true_voltages = voltage_real.drop('time', axis=1) + 1j * voltage_imag.drop('time', axis=1) -time = voltage_real["time"] +estimated_voltages = voltage_mag * np.exp(1j * voltage_angle) +estimated_voltages["time"] = estimated_time +estimated_voltages.set_index("time", inplace=True) -voltage_mag = feather.read_feather(os.path.join(args.directory, "voltage_mag.feather")).drop('time', axis=1) -voltage_angle = feather.read_feather(os.path.join(args.directory, "voltage_angle.feather")).drop('time', axis=1) +time_intersection = pd.merge( + true_voltages, estimated_voltages, left_index=True, right_index=True +).index.to_numpy() + +estimated_voltages = estimated_voltages.loc[time_intersection, :] +true_voltages = true_voltages.loc[time_intersection, :] + +estimated_voltages = estimated_voltages.reindex(true_voltages.columns, axis=1) -estimated_voltages = voltage_mag * np.exp(1j * voltage_angle) def plots(true_voltages, estimated_voltages, time=0, unit="kV"): n_nodes = true_voltages.shape[0] x_axis = np.arange(n_nodes) - fig1, ax = plt.subplots(figsize=(10,10)) + fig1, ax = plt.subplots(figsize=(10, 10)) ax.bar(x_axis, np.angle(estimated_voltages)) ax.bar(x_axis, np.angle(true_voltages), width=0.5) - #ax.set_xticks(x_axis, true_voltages.index, rotation=-90, fontsize=5) - #ax.set_tick_params(axis='x', labelsize=5, rotation=-90) - ax.set_xlabel('Node number') - ax.set_ylabel('Voltage Angles') - ax.legend(['Estimated', 'True']) + # ax.set_xticks(x_axis, true_voltages.index, rotation=-90, fontsize=5) + # ax.set_tick_params(axis='x', labelsize=5, rotation=-90) + ax.set_xlabel("Node number") + ax.set_ylabel("Voltage Angles") + ax.legend(["Estimated", "True"]) ax.set_title(f"Voltage Angles at t={time}") - fig2, ax = plt.subplots(figsize=(10,10)) - ax.plot(x_axis, np.abs(estimated_voltages), '-o') - ax.plot(x_axis, np.abs(true_voltages), '-o') - #ax.set_xticks(x_axis, true_voltages.index, rotation=-90, fontsize=5) - ax.set_xlabel('Node number') - ax.set_ylabel(f'Voltage Magnitudes ({unit})') - ax.legend(['Estimated', 'True']) + fig2, ax = plt.subplots(figsize=(10, 10)) + ax.plot(x_axis, np.abs(estimated_voltages), "-o") + ax.plot(x_axis, np.abs(true_voltages), "-o") + # ax.set_xticks(x_axis, true_voltages.index, rotation=-90, fontsize=5) + ax.set_xlabel("Node number") + ax.set_ylabel(f"Voltage Magnitudes ({unit})") + ax.legend(["Estimated", "True"]) ax.set_title(f"Voltage Magnitudes at t={time}") return fig1, fig2 @@ -59,20 +93,23 @@ def errors(true_voltages, estimated_voltages): true_mag = np.abs(true_voltages) nonzero_parts = true_mag != 0.0 MAPE = np.mean( - np.array(np.abs(true_mag - np.abs(estimated_voltages)) - / true_mag)[nonzero_parts] + np.array(np.abs(true_mag - np.abs(estimated_voltages)) / true_mag)[ + nonzero_parts + ] * 100 ) angle_difference = np.abs(np.angle(true_voltages) - np.angle(estimated_voltages)) - angle_difference[angle_difference >= np.pi] = 2*np.pi - angle_difference[angle_difference >= np.pi] + angle_difference[angle_difference >= np.pi] = ( + 2 * np.pi - angle_difference[angle_difference >= np.pi] + ) MAE = np.mean(np.array(angle_difference)[nonzero_parts] * 180 / np.pi) return MAPE, MAE def error_table(true_voltages, estimated_voltages): error_table = [] - for i, t in enumerate(time): - MAPE, MAE = errors(true_voltages.iloc[i,:], estimated_voltages.iloc[i,:]) + for i, t in enumerate(true_voltages.index): + MAPE, MAE = errors(true_voltages.iloc[i, :], estimated_voltages.iloc[i, :]) error_table.append({"t": t, "MAPE": MAPE, "MAE": MAE}) return pd.DataFrame(error_table) @@ -88,15 +125,24 @@ def plot_errors(err_table): ax.set_xticks(err_table["t"][::5], err_table["t"][::5], rotation=-25, fontsize=5) return fig + err_table = error_table(true_voltages, estimated_voltages) plot_errors(err_table).savefig("errors.png") MAPE, MAE = errors(true_voltages, estimated_voltages) print(f"MAPE = {MAPE}, MAE={MAE}") -fig1, fig2 = plots(true_voltages.iloc[0,:] / base_voltages, estimated_voltages.iloc[0,:] / base_voltages, unit="p.u.") +fig1, fig2 = plots( + true_voltages.iloc[0, :] / base_voltages, + estimated_voltages.iloc[0, :] / base_voltages, + unit="p.u.", +) fig1.savefig("voltage_angles_0.png") fig2.savefig("voltage_magnitudes_0.png") -if len(true_voltages) >=96: - fig1, fig2 = 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Date: Wed, 8 Mar 2023 11:44:35 -0700 Subject: [PATCH 04/47] Add components.json for GADAL CLI commands to work --- components.json | 6 ++++++ 1 file changed, 6 insertions(+) create mode 100644 components.json diff --git a/components.json b/components.json new file mode 100644 index 0000000..599dfdf --- /dev/null +++ b/components.json @@ -0,0 +1,6 @@ +{ + "Recorder": "recorder/component_definition.json", + "LocalFeeder": "LocalFeeder/component_definition.json", + "MeasurementComponent": "measuring_federate/component_definition.json", + "StateEstimatorComponent": "wls_federate/component_definition.json" +} From 47922e1511d2c42cbec6af0e30d052787cf3fdb0 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 29 Mar 2023 17:28:37 -0600 Subject: [PATCH 05/47] Add unit testing --- LocalFeeder/FeederSimulator.py | 94 ++------ LocalFeeder/component_definition.json | 4 +- LocalFeeder/dss_functions.py | 34 ++- LocalFeeder/pytest.ini | 3 + LocalFeeder/sender_cosim.py | 305 +++++++++++++++----------- LocalFeeder/unit_tests/test_feeder.py | 136 ++++++++++++ 6 files changed, 371 insertions(+), 205 deletions(-) create mode 100644 LocalFeeder/pytest.ini create mode 100644 LocalFeeder/unit_tests/test_feeder.py diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index b4d9869..e9bf579 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -30,6 +30,7 @@ get_vnom2, ) import dss_functions +import xarray as xr logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -85,7 +86,7 @@ class FeederSimulator(object): """ A simple class that handles publishing the solar forecast """ - def __init__(self, config): + def __init__(self, config: FeederConfig): """ Create a ``FeederSimulator`` object """ @@ -115,16 +116,21 @@ def __init__(self, config): self._nodes_index = [] self._name_index_dict = {} + self._simulation_time_step = "15m" if self._use_smartds: - self.download_data("oedi-data-lake", "Master.dss", True) + self._feeder_file = os.path.join("opendss", "Master.dss") + if not os.path.isfile(os.path.join("opendss", "Master.dss")): + self.download_data("oedi-data-lake", "Master.dss", True) self.load_feeder() self.create_measurement_lists() else: - self.download_data("gadal", "master.dss") + self._feeder_file = os.path.join("opendss", "master.dss") + if not os.path.isfile(os.path.join("opendss", "master.dss")): + self.download_data("gadal", "master.dss") self.load_feeder() def download_data(self, bucket_name, master_name, update_loadshape_location=False): - + logging.info(f"Downloading from bucket {bucket_name}") # Equivalent to --no-sign-request s3_resource = boto3.resource("s3", config=Config(signature_version=UNSIGNED)) bucket = s3_resource.Bucket(bucket_name) @@ -132,8 +138,6 @@ def download_data(self, bucket_name, master_name, update_loadshape_location=Fals profile_location = self._profile_location sensor_location = self._sensor_location - self._feeder_file = os.path.join("opendss", master_name) - self._simulation_time_step = "15m" for obj in bucket.objects.filter(Prefix=opendss_location): output_location = os.path.join( "opendss", obj.key.replace(opendss_location, "").strip("/") @@ -312,8 +316,7 @@ def get_vnom(self): def get_PQs_load(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names = ["" for i in range(num_nodes)] - PQ_types = ["" for i in range(num_nodes)] + PQ_names = self._AllNodeNames PQ_load = np.zeros((num_nodes), dtype=np.complex_) for ld in get_loads(dss, self._circuit): self._circuit.SetActiveElement("Load." + ld["name"]) @@ -326,16 +329,15 @@ def get_PQs_load(self, static=False): else: power = dss.CktElement.Powers() PQ_load[index] += complex(power[2 * ii], power[2 * ii + 1]) - PQ_names[index] = name - PQ_types[index] = "Load" + assert PQ_names[index] == name + + return xr.DataArray(PQ_load, {"bus": PQ_names}) - return PQ_load, PQ_names, PQ_types def get_PQs_pv(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names = ["" for i in range(num_nodes)] - PQ_types = ["" for i in range(num_nodes)] + PQ_names = self._AllNodeNames PQ_PV = np.zeros((num_nodes), dtype=np.complex_) for PV in get_pvSystems(dss): bus = PV["bus"].split(".") @@ -353,15 +355,13 @@ def get_PQs_pv(self, static=False): else: power = dss.CktElement.Powers() PQ_PV[index] += complex(power[2 * ii], power[2 * ii + 1]) - PQ_names[index] = name - PQ_types[index] = "PVSystem" - return PQ_PV, PQ_names, PQ_types + assert PQ_names[index] == name + return xr.DataArray(PQ_PV, {"bus": PQ_names}) def get_PQs_gen(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names = ["" for i in range(num_nodes)] - PQ_types = ["" for i in range(num_nodes)] + PQ_names = self._AllNodeNames PQ_gen = np.zeros((num_nodes), dtype=np.complex_) for PV in get_Generator(dss): bus = PV["bus"] @@ -377,15 +377,13 @@ def get_PQs_gen(self, static=False): else: power = dss.CktElement.Powers() PQ_gen[index] += complex(power[2 * ii], power[2 * ii + 1]) - PQ_names[index] = name - PQ_types[index] = "Generator" - return PQ_gen, PQ_names, PQ_types + assert PQ_names[index] == name + return xr.DataArray(PQ_gen, {"bus": PQ_names}) def get_PQs_cap(self, static=False): num_nodes = len(self._name_index_dict.keys()) - PQ_names = ["" for i in range(num_nodes)] - PQ_types = ["" for i in range(num_nodes)] + PQ_names = self._AllNodeNames PQ_cap = np.zeros((num_nodes), dtype=np.complex_) for cap in get_capacitors(dss): for ii in range(cap["numPhases"]): @@ -398,10 +396,9 @@ def get_PQs_cap(self, static=False): PQ_cap[index] += power / cap["numPhases"] else: PQ_cap[index] = complex(0, cap["power"][2 * ii + 1]) - PQ_names[index] = name - PQ_types[index] = "Capacitor" + assert PQ_names[index] == name - return PQ_cap, PQ_names, PQ_types + return xr.DataArray(PQ_cap, {"bus": PQ_names}) def get_loads(self): loads = get_loads(dss, self._circuit) @@ -418,9 +415,6 @@ def get_loads(self): load_powers.append(complex(load["power"][0], load["power"][1])) return self._load_power, load_names, load_powers - def get_load_sizes(self): - return dss_functions.get_load_sizes(dss, self._loads) - def get_voltages_actual(self): """ @@ -433,47 +427,7 @@ def get_voltages_actual(self): self._name_index_dict[voltage_name] ] = name_voltage_dict[voltage_name] - return res_feeder_voltages - - def get_voltages(self): - """ - - :return per unit voltages: - """ - res_feeder_voltages = np.abs(self.get_voltages_complex()) - return res_feeder_voltages - - def get_voltages_complex(self): - """ - - :return per unit voltages: - """ - # voltages = np.array(self._circuit.AllBusVolts()) - # voltages = voltages[::2] + 1j * voltages[1::2] - # assert len(voltages) == len(self._AllNodeNames) - # return voltages - - _, name_voltage_dict = get_voltages(self._circuit) - # print('Publish load ' + str(temp_feeder_voltages.real[0])) - # set_load(dss, data_df['load'], current_time, loads) - # feeder_voltages = [0j] * len(self._AllNodeNames) - res_feeder_voltages = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) - # print([name_voltage_dict.keys()][:5]) - temp_array_pu = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) - for voltage_name in name_voltage_dict.keys(): - - self._circuit.SetActiveBus(voltage_name) - # temp1 = dss.Bus.puVmagAngle() - temp = dss.Bus.PuVoltage() - temp = complex(temp[0], temp[1]) - temp_array_pu[self._name_index_dict[voltage_name]] = temp - res_feeder_voltages[ - self._name_index_dict[voltage_name] - ] = name_voltage_dict[voltage_name] / ( - self._Vbase_allnode_dict[voltage_name] - ) - - return res_feeder_voltages + return xr.DataArray(res_feeder_voltages, {"bus": list(name_voltage_dict.keys())}) def change_obj(self, change_commands: CommandList): """set/get an object property. diff --git a/LocalFeeder/component_definition.json b/LocalFeeder/component_definition.json index b9445cc..06259b5 100644 --- a/LocalFeeder/component_definition.json +++ b/LocalFeeder/component_definition.json @@ -8,7 +8,9 @@ {"type": "", "port_id": "number_of_timesteps"}, {"type": "", "port_id": "start_time_index"} ], - "dynamic_inputs": [], + "dynamic_inputs": [ + {"type": "CommandList", "port_id": "change_commands", "optional": true} + ], "dynamic_outputs": [ {"type": "VoltagesMagnitude", "port_id": "voltages_magnitude"}, {"type": "VoltagesReal", "port_id": "voltages_real"}, diff --git a/LocalFeeder/dss_functions.py b/LocalFeeder/dss_functions.py index ca77e00..d64f016 100644 --- a/LocalFeeder/dss_functions.py +++ b/LocalFeeder/dss_functions.py @@ -29,7 +29,7 @@ "": "1.2.3", } - +# dss.run_command("CalcV") # shorthand for CalcVoltageBases def get_y_matrix_file(dss): # dss.Circuit.SetActiveClass("Vsource") # @@ -65,9 +65,41 @@ def get_y_matrix_file(dss): Ysparse = csc_matrix(dss.YMatrix.getYsparse()) save_npz("base_ysparse.npz", Ysparse) + dss.run_command("Batchedit Load..* enabled=yes") + dss.run_command("Batchedit Vsource..* enabled=yes") + dss.run_command("Batchedit Isource..* enabled=yes") + dss.run_command("Batchedit Generator..* enabled=yes") + dss.run_command("Batchedit PVsystem..* enabled=yes") + dss.run_command("Batchedit Capacitor..* enabled=yes") + dss.run_command("Batchedit Storage..* enabled=no") + dss.run_command("CalcVoltageBases") + dss.run_command("solve mode=snapshot") + + # dss.run_command('show Y') # dss.run_command('solve mode=snap') +def get_y_matrix_directly(dss): + dss.run_command("batchedit transformer..* wdg=2 tap=1") + dss.run_command("batchedit regcontrol..* enabled=false") + dss.run_command("batchedit vsource..* enabled=false") + dss.run_command("batchedit isource..* enabled=false") + dss.run_command("batchedit load..* enabled=false") + dss.run_command("batchedit generator..* enabled=false") + dss.run_command("batchedit pvsystem..* enabled=false") + dss.run_command("Batchedit Capacitor..* enabled=false") + dss.run_command("batchedit storage..* enabled=false") + dss.run_command("CalcVoltageBases") + dss.run_command("set maxiterations=20") + # solve + dss.run_command("solve") + return csc_matrix(dss.YMatrix.getYsparse()) + + +def get_y_matrix_calcv(dss): + dss.run_command("CalcVoltageBases") + return csc_matrix(dss.YMatrix.getYsparse()) + def get_vnom2(dss): circuit = dss.Circuit diff --git a/LocalFeeder/pytest.ini b/LocalFeeder/pytest.ini new file mode 100644 index 0000000..e610b3c --- /dev/null +++ b/LocalFeeder/pytest.ini @@ -0,0 +1,3 @@ +[pytest] +log_cli = True +log_cli_level = INFO diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 7720eb3..ffd314a 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -8,7 +8,9 @@ from pydantic import BaseModel import numpy as np from datetime import datetime, timedelta +from typing import List, Any from gadal.gadal_types.data_types import ( + MeasurementArray, Topology, VoltagesReal, VoltagesImaginary, @@ -20,6 +22,9 @@ Injection, AdmittanceSparse, ) +from dataclasses import dataclass +import xarray as xr +import pandas as pd logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -66,48 +71,66 @@ def get_true_phases(angle): logger.debug("error") -def go_cosim(sim, config: FeederConfig, input_mapping): - deltat = 0.01 - fedinitstring = "--federates=1" +def xarray_to_dict(data): + ids = list(data.bus.data) + return { + "values": list(data.data.real), + "ids": ids, + } - logger.info("Creating Federate Info") - fedinfo = h.helicsCreateFederateInfo() - h.helicsFederateInfoSetCoreName(fedinfo, config.name) - h.helicsFederateInfoSetCoreTypeFromString(fedinfo, "zmq") - h.helicsFederateInfoSetCoreInitString(fedinfo, fedinitstring) - h.helicsFederateInfoSetTimeProperty(fedinfo, h.helics_property_time_delta, deltat) - vfed = h.helicsCreateValueFederate(config.name, fedinfo) +def xarray_to_powers(data, **kwargs): + powersreal = PowersReal(**xarray_to_dict(data.real), **kwargs) + powersimag = PowersImaginary(**xarray_to_dict(data.imag), **kwargs) + return powersreal, powersimag - pub_voltages_real = h.helicsFederateRegisterPublication( - vfed, "voltages_real", h.HELICS_DATA_TYPE_STRING, "" - ) - pub_voltages_imag = h.helicsFederateRegisterPublication( - vfed, "voltages_imag", h.HELICS_DATA_TYPE_STRING, "" - ) - pub_voltages_magnitude = h.helicsFederateRegisterPublication( - vfed, "voltages_magnitude", h.HELICS_DATA_TYPE_STRING, "" - ) - pub_powers_real = h.helicsFederateRegisterPublication( - vfed, "powers_real", h.HELICS_DATA_TYPE_STRING, "" - ) - pub_powers_imag = h.helicsFederateRegisterPublication( - vfed, "powers_imag", h.HELICS_DATA_TYPE_STRING, "" - ) - pub_topology = h.helicsFederateRegisterPublication( - vfed, "topology", h.HELICS_DATA_TYPE_STRING, "" - ) - P_set_key = ( - "not_found/change_command" - if "change_commands" not in input_mapping - else input_mapping["change_commands"] +def concat_powers(*ps: List[MeasurementArray]): + equipment_type = None + if all((p.equipment_type is not None for p in ps)): + equipment_type = [e for p in ps for e in p.equipment_type] + + accuracy = None + if all((p.accuracy is not None for p in ps)): + accuracy = [e for p in ps for e in p.accuracy] + + assert all(ps[0].units == p.units for p in ps) + + bad_data_threshold = None + if all((p.bad_data_threshold is not None for p in ps)): + bad_data_threshold = [e for p in ps for e in p.bad_data_threshold] + + assert all(ps[0].time == p.time for p in ps) + + return ps[0].__class__( + values = [v for p in ps for v in p.values], + ids = [id for p in ps for id in p.ids], + units = ps[0].units, + equipment_type = equipment_type, + accuracy = accuracy, + bad_data_threshold = bad_data_threshold, + time = ps[0].time ) - sub_P_set = vfed.register_subscription(P_set_key, "") - sub_P_set.set_default("[]") - sub_P_set.option["CONNECTION_OPTIONAL"] = 1 - h.helicsFederateEnterExecutingMode(vfed) +def get_powers(PQ_load, PQ_PV, PQ_gen, PQ_cap): + n_nodes = len(PQ_load) + PQ_load_real, PQ_load_imag = xarray_to_powers(PQ_load, equipment_type=["Load"]*n_nodes) + PQ_PV_real, PQ_PV_imag = xarray_to_powers(PQ_PV, equipment_type=["PVSystem"]*n_nodes) + PQ_gen_real, PQ_gen_imag = xarray_to_powers(PQ_gen, equipment_type=["Generator"]*n_nodes) + PQ_cap_real, PQ_cap_imag = xarray_to_powers(PQ_cap, equipment_type=["Capacitor"]*n_nodes) + + power_real = concat_powers(PQ_load_real, PQ_PV_real, PQ_gen_real, PQ_cap_real) + power_imag = concat_powers(PQ_load_imag, PQ_PV_imag, PQ_gen_imag, PQ_cap_imag) + return power_real, power_imag + + +@dataclass +class InitialData: + Y: Any + topology: Topology + + +def get_initial_data(sim, config): Y = sim.get_y_matrix() unique_ids = sim._AllNodeNames @@ -118,9 +141,6 @@ def go_cosim(sim, config: FeederConfig, input_mapping): admittance_matrix=numpy_to_y_matrix(Y.toarray()), ids=unique_ids ) - logger.debug("_Vbase_allnode") - logger.debug(sim._Vbase_allnode) - slack_bus = [ sim._AllNodeNames[i] for i in range(sim._source_indexes[0], sim._source_indexes[-1] + 1) @@ -129,43 +149,24 @@ def go_cosim(sim, config: FeederConfig, input_mapping): unique_ids = sim._AllNodeNames snapshot_run(sim) - all_PQs = {} - # Return type is PQ_values, PQ_names, PQ_types all with same size - all_PQs["load"] = sim.get_PQs_load(static=True) - all_PQs["pv"] = sim.get_PQs_pv(static=True) - all_PQs["gen"] = sim.get_PQs_gen(static=True) - all_PQs["cap"] = sim.get_PQs_cap(static=True) - - PQ_real = [] - PQ_imaginary = [] - PQ_names = [] - PQ_types = [] - for i in range(len(all_PQs["load"][0])): - for key in all_PQs: - if all_PQs[key][1][i] != "": - PQ_real.append( - -1 * all_PQs[key][0][i].real - ) # injections are negative singe PQ values are positive - PQ_imaginary.append( - -1 * all_PQs[key][0][i].imag - ) # injections are negative singe PQ values are positive - PQ_names.append(all_PQs[key][1][i]) - PQ_types.append(all_PQs[key][2][i]) - power_real = PowersReal(ids=PQ_names, values=PQ_real, equipment_type=PQ_types) - power_imaginary = PowersImaginary( - ids=PQ_names, values=PQ_imaginary, equipment_type=PQ_types - ) + PQ_load = sim.get_PQs_load(static=True) + PQ_PV = sim.get_PQs_pv(static=True) + PQ_gen = sim.get_PQs_gen(static=True) + PQ_cap = sim.get_PQs_cap(static=True) + + power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) injections = Injection(power_real=power_real, power_imaginary=power_imaginary) sim.solve(0, 0) feeder_voltages = sim.get_voltages_actual() - phases = list(map(get_true_phases, np.angle(feeder_voltages))) + phases = list(map(get_true_phases, np.angle(feeder_voltages.data))) base_voltages = list(sim._Vbase_allnode) base_voltagemagnitude = VoltagesMagnitude( - values=[abs(i) for i in base_voltages], ids=unique_ids + values=[abs(i) for i in base_voltages], + ids=list(feeder_voltages.bus.data) ) - base_voltageangle = VoltagesAngle(values=phases, ids=unique_ids) + base_voltageangle = VoltagesAngle(values=phases, ids=list(feeder_voltages.bus.data)) topology = Topology( admittance=admittancematrix, @@ -174,11 +175,87 @@ def go_cosim(sim, config: FeederConfig, input_mapping): base_voltage_magnitudes=base_voltagemagnitude, slack_bus=slack_bus, ) + return InitialData(Y = Y, topology = topology) + + +@dataclass +class CurrentData: + feeder_voltages: xr.core.dataarray.DataArray + PQ_injections_all: xr.core.dataarray.DataArray + calculated_power: xr.core.dataarray.DataArray + + +def get_current_data(sim, Y): + feeder_voltages = sim.get_voltages_actual() + PQ_load = sim.get_PQs_load(static=False) + PQ_PV = sim.get_PQs_pv(static=False) + PQ_gen = sim.get_PQs_gen(static=False) + PQ_cap = sim.get_PQs_cap(static=False) + + PQ_injections_all = PQ_load + PQ_PV + PQ_gen + PQ_cap + + calculated_power = ( + feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 + ) + PQ_injections_all[sim._source_indexes] = -calculated_power[sim._source_indexes] + return CurrentData(feeder_voltages = feeder_voltages, + PQ_injections_all = PQ_injections_all, + calculated_power = calculated_power) + + +def where_power_unbalanced(PQ_injections_all, calculated_power, tol=1): + errors = PQ_injections_all + calculated_power + (indices,) = np.where(np.abs(errors) > tol) + return errors.bus[indices] + + +def go_cosim(sim, config: FeederConfig, input_mapping): + deltat = 0.01 + fedinitstring = "--federates=1" + + logger.info("Creating Federate Info") + fedinfo = h.helicsCreateFederateInfo() + h.helicsFederateInfoSetCoreName(fedinfo, config.name) + h.helicsFederateInfoSetCoreTypeFromString(fedinfo, "zmq") + h.helicsFederateInfoSetCoreInitString(fedinfo, fedinitstring) + h.helicsFederateInfoSetTimeProperty(fedinfo, h.helics_property_time_delta, deltat) + vfed = h.helicsCreateValueFederate(config.name, fedinfo) + + pub_voltages_real = h.helicsFederateRegisterPublication( + vfed, "voltages_real", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_voltages_imag = h.helicsFederateRegisterPublication( + vfed, "voltages_imag", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_voltages_magnitude = h.helicsFederateRegisterPublication( + vfed, "voltages_magnitude", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_powers_real = h.helicsFederateRegisterPublication( + vfed, "powers_real", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_powers_imag = h.helicsFederateRegisterPublication( + vfed, "powers_imag", h.HELICS_DATA_TYPE_STRING, "" + ) + pub_topology = h.helicsFederateRegisterPublication( + vfed, "topology", h.HELICS_DATA_TYPE_STRING, "" + ) + + command_set_key = ( + "unused/change_command" + if "change_commands" not in input_mapping + else input_mapping["change_commands"] + ) + sub_command_set = vfed.register_subscription(command_set_key, "") + sub_command_set.set_default("[]") + sub_command_set.option["CONNECTION_OPTIONAL"] = 1 + + h.helicsFederateEnterExecutingMode(vfed) + initial_data = get_initial_data(sim, config) logger.info("Sending topology and saving to topology.json") with open(config.topology_output, "w") as f: - f.write(topology.json()) - pub_topology.publish(topology.json()) + f.write(initial_data.topology.json()) + pub_topology.publish(initial_data.topology.json()) granted_time = -1 for request_time in range(0, int(config.number_of_timesteps)): @@ -191,97 +268,59 @@ def go_cosim(sim, config: FeederConfig, input_mapping): floored_timestamp = datetime.strptime( config.start_date, "%Y-%m-%d %H:%M:%S" ) + timedelta(seconds=current_index * config.run_freq_sec) + + change_obj_cmds = CommandList.parse_obj(sub_command_set.json) + + sim.change_obj(change_obj_cmds) logger.info( - f"Get Voltages and PQs at {current_index} {granted_time} {request_time}" + f"Solve at hour {floored_timestamp.hour} second {60*floored_timestamp.minute + floored_timestamp.second}" ) + sim.solve(floored_timestamp.hour, 60*floored_timestamp.minute + floored_timestamp.second) - change_obj_cmds = CommandList.parse_obj(sub_P_set.json) - sim.change_obj(change_obj_cmds) + current_data = get_current_data(sim, initial_data.Y) + bad_bus_names = where_power_unbalanced(current_data.PQ_injections_all, current_data.calculated_power) + if len(bad_bus_names) > 0: + raise ValueError(f""" + Bad buses at {bad_bus_names.data} - sim.solve(floored_timestamp.hour, floored_timestamp.second) - - feeder_voltages = sim.get_voltages_actual() - all_PQs = {} - all_PQs["load"] = sim.get_PQs_load( - static=False - ) # Return type is PQ_values, PQ_names, PQ_types all with same size - all_PQs["pv"] = sim.get_PQs_pv(static=False) - all_PQs["gen"] = sim.get_PQs_gen(static=False) - all_PQs["cap"] = sim.get_PQs_cap(static=False) - - PQ_injections_all = ( - all_PQs["load"][0] - + all_PQs["pv"][0] - + all_PQs["gen"][0] - + all_PQs["cap"][0] - ) + OpenDSS PQ + {current_data.PQ_injections_all.loc[bad_bus_names]} - logger.debug("Feeder Voltages") - logger.debug(feeder_voltages) - logger.debug("PQ") - logger.debug(PQ_injections_all) - logger.debug("Calculated Power") - Cal_power = ( - feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 - ) - errors = PQ_injections_all + Cal_power - sort_errors = np.sort(np.abs(errors)) - logger.debug("errors") - logger.debug(errors) - if np.any(sort_errors[:-3] > 1): - raise ValueError("Power balance does not hold") - PQ_injections_all[sim._source_indexes] = -Cal_power[sim._source_indexes] - power_balance = ( - feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 + PowerBalance PQ + {current_data.calculated_power.loc[bad_bus_names]} + """) + + logger.debug( + f"Publish load {current_data.feeder_voltages.bus.data[0]} {current_data.feeder_voltages.data[0]}" ) - logger.debug(power_balance) - (indices,) = np.nonzero(np.abs(errors) > 1) - logger.debug("Indices with error > 1") - logger.debug(indices) - logger.debug([sim._AllNodeNames[i] for i in indices]) - logger.debug("Power, Voltages, and Calculated Power at Indices") - logger.debug(PQ_injections_all[indices]) - logger.debug(feeder_voltages[indices]) - logger.debug(power_balance[indices]) - - phases = list(map(get_true_phases, np.angle(feeder_voltages))) - - base_voltageangle = VoltagesAngle(values=phases, ids=unique_ids) - - logger.debug("Publish load " + str(feeder_voltages.real[0])) - voltage_magnitudes = np.abs(feeder_voltages.real + 1j * feeder_voltages.imag) + voltage_magnitudes = np.abs(current_data.feeder_voltages) pub_voltages_magnitude.publish( VoltagesMagnitude( - values=list(voltage_magnitudes), - ids=sim._AllNodeNames, + **xarray_to_dict(voltage_magnitudes), time=current_timestamp, ).json() ) pub_voltages_real.publish( VoltagesReal( - values=list(feeder_voltages.real), - ids=sim._AllNodeNames, + **xarray_to_dict(current_data.feeder_voltages.real), time=current_timestamp, ).json() ) pub_voltages_imag.publish( VoltagesImaginary( - values=list(feeder_voltages.imag), - ids=sim._AllNodeNames, + **xarray_to_dict(current_data.feeder_voltages.imag), time=current_timestamp, ).json() ) pub_powers_real.publish( PowersReal( - values=list(PQ_injections_all.real), - ids=sim._AllNodeNames, + **xarray_to_dict(current_data.PQ_injections_all.real), time=current_timestamp, ).json() ) pub_powers_imag.publish( PowersImaginary( - values=list(PQ_injections_all.imag), - ids=sim._AllNodeNames, + **xarray_to_dict(current_data.PQ_injections_all.imag), time=current_timestamp, ).json() ) diff --git a/LocalFeeder/unit_tests/test_feeder.py b/LocalFeeder/unit_tests/test_feeder.py new file mode 100644 index 0000000..fe45f01 --- /dev/null +++ b/LocalFeeder/unit_tests/test_feeder.py @@ -0,0 +1,136 @@ +import sys, os +sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) + +import sender_cosim +import FeederSimulator +import dss_functions +import numpy as np +import pytest +import logging +import pandas as pd +import opendssdirect as dss + +@pytest.fixture() +def federate_config(): + return FeederSimulator.FeederConfig(**{ + "use_smartds": False, + "profile_location": "gadal_ieee123/profiles", + "opendss_location": "gadal_ieee123/qsts", + "sensor_location": "gadal_ieee123/sensors.json", + "start_date": "2017-01-01 00:00:00", + "number_of_timesteps": 96, + "run_freq_sec": 900, + "topology_output": "../../outputs/topology.json", + "name": "feeder" + }) + + +def test_y_matrices(federate_config): + logging.info("Loading sim") + sim = sender_cosim.setup_sim(federate_config) + Y = sim.get_y_matrix() + directly = dss_functions.get_y_matrix_directly(dss) + + error_directly = np.max(np.abs(directly - Y)) + logging.info(f"Error directly: {error_directly}") + assert error_directly < 0.1, "Directly is far away" + + directly_calcv = dss_functions.get_y_matrix_calcv(dss) + error_calcv = np.max(np.abs(directly_calcv - Y)) + logging.info(f"Error calcv: {error_calcv}") + assert error_calcv < 0.1 + + dss_functions.snapshot_run(dss) + + Y2 = sim.get_y_matrix() + error_Y2 = np.max(np.abs(Y2 - Y)) + logging.info(f"Error calcv: {error_Y2}") + assert error_Y2 < 0.1 + + dss_functions.snapshot_run(dss) + + directly2 = dss_functions.get_y_matrix_directly(dss) + error_directly2 = np.max(np.abs(directly2 - Y)) + logging.info(f"Error directly2: {error_directly2}") + assert error_directly2 < 0.1 + + dss_functions.snapshot_run(dss) + + directly_calcv2 = dss_functions.get_y_matrix_calcv(dss) + error_calcv2 = np.max(np.abs(directly_calcv2 - Y)) + logging.info(f"Error calcv 2: {error_calcv2}") + assert error_calcv2 > 0.1 + + sim.solve(0,0) + + Y2 = sim.get_y_matrix() + error_Y2 = np.max(np.abs(Y2 - Y)) + logging.info(f"Error calcv: {error_Y2}") + assert error_Y2 < 0.1 + + sim.solve(0,0) + + directly2 = dss_functions.get_y_matrix_directly(dss) + error_directly2 = np.max(np.abs(directly2 - Y)) + logging.info(f"Error directly2: {error_directly2}") + assert error_directly2 < 0.1 + + sim.solve(0,0) + + directly_calcv2 = dss_functions.get_y_matrix_calcv(dss) + error_calcv2 = np.max(np.abs(directly_calcv2 - Y)) + logging.info(f"Error calcv 2: {error_calcv2}") + assert error_calcv2 < 0.1 + + +def test_simulation(federate_config): + logging.info("Loading sim") + sim = sender_cosim.setup_sim(federate_config) + startup(sim) + Y = sim.get_y_matrix() + getting_and_concatentating_data(sim) + initial_data(sim, federate_config) + simulation_middle(sim, Y) + + +def startup(sim): + assert sim._feeder_file is not None + assert sim._AllNodeNames is not None + assert sim._circuit is not None + assert sim._AllNodeNames is not None + + +def getting_and_concatentating_data(sim): + PQ_load = sim.get_PQs_load(static=True) + PQ_PV = sim.get_PQs_pv(static=True) + PQ_gen = sim.get_PQs_gen(static=True) + PQ_cap = sim.get_PQs_cap(static=True) + + n_nodes = len(PQ_load) + pv_real, pv_imag = sender_cosim.xarray_to_powers(PQ_PV, equipment_type=["PVSystem"]*n_nodes) + gen_real, gen_imag = sender_cosim.xarray_to_powers(PQ_gen, equipment_type=["Generator"]*n_nodes) + test_real = sender_cosim.concat_powers(pv_real, gen_real) + assert test_real.values[5] == PQ_PV.data[5].real + assert test_real.ids[5] == PQ_PV.bus.data[5] + PQ_injections_all = PQ_load + PQ_PV + PQ_gen + PQ_cap + assert np.all(PQ_injections_all.bus == PQ_load.bus) + + +def initial_data(sim, federate_config): + initial_data = sender_cosim.get_initial_data(sim, federate_config) + assert initial_data is not None + + +def simulation_middle(sim, Y): + # this one may need to be properly ordered + logging.info(f"Current directory : {os.getcwd()}") + sim.solve(0,0) + + current_data = sender_cosim.get_current_data(sim, Y) + df = pd.DataFrame({"pq": current_data.PQ_injections_all, "voltages": current_data.feeder_voltages}) + logging.info(df.describe()) + #assert np.max(current_data.PQ_injections_all) > 0.1 + assert np.max(current_data.feeder_voltages) > 50 + + bad_bus_names = sender_cosim.where_power_unbalanced(current_data.PQ_injections_all, current_data.calculated_power) + assert len(bad_bus_names) == 0 From 64614bbfef1375c8e643b3ec0b171dc02633f5bc Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 11:47:31 -0600 Subject: [PATCH 06/47] Add gitignore --- LocalFeeder/.gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/LocalFeeder/.gitignore b/LocalFeeder/.gitignore index 595781d..f594f53 100644 --- a/LocalFeeder/.gitignore +++ b/LocalFeeder/.gitignore @@ -1,4 +1,7 @@ base_*.csv +base_*.npz +opendss +profiles # Byte-compiled / optimized / DLL files __pycache__/ From c960a785704570a097c28295d7c1b9737dcad50a Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 11:48:10 -0600 Subject: [PATCH 07/47] Improve testing a lot with plots and add voltage plots --- LocalFeeder/FeederSimulator.py | 171 ++++++++++++++---------- LocalFeeder/dss_functions.py | 118 ----------------- LocalFeeder/sender_cosim.py | 28 ++-- LocalFeeder/unit_tests/test_feeder.py | 182 +++++++++++++++++++------- 4 files changed, 242 insertions(+), 257 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index e9bf579..52b541d 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -16,20 +16,18 @@ from botocore.config import Config from pydantic import BaseModel +from scipy.sparse import csc_matrix +from enum import Enum from dss_functions import ( - snapshot_run, - parse_Ymatrix, get_loads, get_pvSystems, get_Generator, get_capacitors, get_voltages, - get_y_matrix_file, get_vnom, get_vnom2, ) -import dss_functions import xarray as xr logger = logging.getLogger(__name__) @@ -82,6 +80,15 @@ class CommandList(BaseModel): __root__: List[Command] +class OpenDSSState(Enum): + UNLOADED = 1 + LOADED = 2 + SNAPSHOT_RUN = 3 + SOLVE_AT_TIME = 4 + DISABLED_RUN = 5 + DISABLED_SOLVE = 6 + + class FeederSimulator(object): """ A simple class that handles publishing the solar forecast """ @@ -90,6 +97,7 @@ def __init__(self, config: FeederConfig): """ Create a ``FeederSimulator`` object """ + self._state = OpenDSSState.UNLOADED self._feeder_file = None self._simulation_time_step = None self._opendss_location = config.opendss_location @@ -120,16 +128,32 @@ def __init__(self, config: FeederConfig): if self._use_smartds: self._feeder_file = os.path.join("opendss", "Master.dss") if not os.path.isfile(os.path.join("opendss", "Master.dss")): - self.download_data("oedi-data-lake", "Master.dss", True) + self.download_data("oedi-data-lake") self.load_feeder() self.create_measurement_lists() else: self._feeder_file = os.path.join("opendss", "master.dss") if not os.path.isfile(os.path.join("opendss", "master.dss")): - self.download_data("gadal", "master.dss") + self.download_data("gadal") self.load_feeder() - def download_data(self, bucket_name, master_name, update_loadshape_location=False): + self.snapshot_run() + assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" + + def snapshot_run(self): + assert self._state != OpenDSSState.UNLOADED, f"{self._state}" + dss.run_command('Batchedit Load..* enabled=yes') + dss.run_command('Batchedit Vsource..* enabled=yes') + dss.run_command('Batchedit Isource..* enabled=yes') + dss.run_command('Batchedit Generator..* enabled=yes') + dss.run_command('Batchedit PVsystem..* enabled=yes') + dss.run_command('Batchedit Capacitor..* enabled=yes') + dss.run_command('Batchedit Storage..* enabled=no') + dss.run_command('CalcVoltageBases') + dss.run_command('solve mode=snapshot') + self._state = OpenDSSState.SNAPSHOT_RUN + + def download_data(self, bucket_name, update_loadshape_location=False): logging.info(f"Downloading from bucket {bucket_name}") # Equivalent to --no-sign-request s3_resource = boto3.resource("s3", config=Config(signature_version=UNSIGNED)) @@ -189,7 +213,6 @@ def create_measurement_lists( real_seed=2, reactive_seed=3, ): - random.seed(voltage_seed) os.makedirs("sensors", exist_ok=True) voltage_subset = random.sample( @@ -215,9 +238,6 @@ def create_measurement_lists( with open(os.path.join("sensors", "reactive_ids.json"), "w") as fp: json.dump(reactive_subset, fp, indent=4) - def snapshot_run(self): - snapshot_run(dss) - def get_circuit_name(self): return self._circuit.Name() @@ -251,10 +271,34 @@ def load_feeder(self): ) self.setup_vbase() + self._state = OpenDSSState.LOADED + + def disabled_run(self): + assert self._state != OpenDSSState.UNLOADED, f"{self._state}" + dss.run_command("batchedit transformer..* wdg=2 tap=1") + dss.run_command("batchedit regcontrol..* enabled=false") + dss.run_command("batchedit vsource..* enabled=false") + dss.run_command("batchedit isource..* enabled=false") + dss.run_command("batchedit load..* enabled=false") + dss.run_command("batchedit generator..* enabled=false") + dss.run_command("batchedit pvsystem..* enabled=false") + dss.run_command("Batchedit Capacitor..* enabled=false") + dss.run_command("batchedit storage..* enabled=false") + dss.run_command("CalcVoltageBases") + dss.run_command("set maxiterations=20") + # solve + dss.run_command("solve") + #dss.run_command("export y triplet base_ysparse.csv") + #dss.run_command("export ynodelist base_nodelist.csv") + #dss.run_command("export summary base_summary.csv") + self._state = OpenDSSState.DISABLED_RUN def get_y_matrix(self): - get_y_matrix_file(dss) - Ymatrix = parse_Ymatrix("base_ysparse.csv", self._node_number) + self.disabled_run() + self._state = OpenDSSState.DISABLED_RUN + + Ysparse = csc_matrix(dss.YMatrix.getYsparse()) + Ymatrix = Ysparse.tocoo() new_order = self._circuit.YNodeOrder() permute = np.array(permutation(new_order, self._AllNodeNames)) # inv_permute = np.array(permutation(self._AllNodeNames, new_order)) @@ -271,49 +315,15 @@ def setup_vbase(self): self._Vbase_allnode[ii] = dss.Bus.kVBase() * 1000 self._Vbase_allnode_dict[node] = self._Vbase_allnode[ii] - def get_G_H(self, Y11_inv): - Vnom = self.get_vnom() - # ys=Y11 - # R = np.linalg.inv(ys).real - # X = np.linalg.inv(ys).imag - R = Y11_inv.real - X = Y11_inv.imag - G = ( - R * np.diag(np.cos(np.angle(Vnom)) / abs(Vnom)) - - X * np.diag(np.sin(np.angle(Vnom)) / Vnom) - ).real - H = ( - X * np.diag(np.cos(np.angle(Vnom)) / abs(Vnom)) - - R * np.diag(np.sin(np.angle(Vnom)) / Vnom) - ).real - return Vnom, G, H - - def get_vnom2(self): - _Vnom, Vnom_dict = get_vnom2(dss) - Vnom = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) - for voltage_name in Vnom_dict.keys(): - Vnom[self._name_index_dict[voltage_name]] = Vnom_dict[voltage_name] - # Vnom(1: 3) = []; - Vnom = np.concatenate( - (Vnom[: self._source_indexes[0]], Vnom[self._source_indexes[-1] + 1 :]) - ) - return Vnom - - def get_vnom(self): - _Vnom, Vnom_dict = get_vnom(dss) - Vnom = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) - # print([name_voltage_dict.keys()][:5]) - for voltage_name in Vnom_dict.keys(): - Vnom[self._name_index_dict[voltage_name]] = Vnom_dict[voltage_name] - # Vnom(1: 3) = []; - logger.debug(Vnom[self._source_indexes[0] : self._source_indexes[-1]]) - Vnom = np.concatenate( - (Vnom[: self._source_indexes[0]], Vnom[self._source_indexes[-1] + 1 :]) - ) - Vnom = np.abs(Vnom) - return Vnom + def _ready_to_load_power(self, static): + if static: + assert self._state != OpenDSSState.UNLOADED, f"{self._state}" + else: + assert self._state == OpenDSSState.SOLVE_AT_TIME, f"{self._state}" def get_PQs_load(self, static=False): + self._ready_to_load_power(static) + num_nodes = len(self._name_index_dict.keys()) PQ_names = self._AllNodeNames @@ -335,6 +345,8 @@ def get_PQs_load(self, static=False): def get_PQs_pv(self, static=False): + self._ready_to_load_power(static) + num_nodes = len(self._name_index_dict.keys()) PQ_names = self._AllNodeNames @@ -359,6 +371,8 @@ def get_PQs_pv(self, static=False): return xr.DataArray(PQ_PV, {"bus": PQ_names}) def get_PQs_gen(self, static=False): + self._ready_to_load_power(static) + num_nodes = len(self._name_index_dict.keys()) PQ_names = self._AllNodeNames @@ -381,6 +395,8 @@ def get_PQs_gen(self, static=False): return xr.DataArray(PQ_gen, {"bus": PQ_names}) def get_PQs_cap(self, static=False): + self._ready_to_load_power(static) + num_nodes = len(self._name_index_dict.keys()) PQ_names = self._AllNodeNames @@ -400,26 +416,28 @@ def get_PQs_cap(self, static=False): return xr.DataArray(PQ_cap, {"bus": PQ_names}) - def get_loads(self): - loads = get_loads(dss, self._circuit) - self._load_power = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) - load_names = [] - load_powers = [] - load = loads[0] - for load in loads: - for phase in load["phases"]: - self._load_power[ - self._name_index_dict[load["bus1"].upper() + "." + phase] - ] = complex(load["power"][0], load["power"][1]) - load_names.append(load["bus1"].upper() + "." + phase) - load_powers.append(complex(load["power"][0], load["power"][1])) - return self._load_power, load_names, load_powers + def get_base_voltages(self): + return xr.DataArray(self._Vbase_allnode, {"bus": self._AllNodeNames}) + + def get_disabled_solve_voltages(self): + assert self._state == OpenDSSState.DISABLED_SOLVE, f"{self._state}" + return self._get_voltages() + + def get_voltages_snapshot(self): + assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" + return self._get_voltages() def get_voltages_actual(self): """ :return voltages in actual values: """ + assert self._state == OpenDSSState.SOLVE_AT_TIME, f"{self._state}" + return self._get_voltages() + + def _get_voltages(self): + assert (self._state != OpenDSSState.DISABLED_RUN and + self._state != OpenDSSState.UNLOADED), f"{self._state}" _, name_voltage_dict = get_voltages(self._circuit) res_feeder_voltages = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) for voltage_name in name_voltage_dict.keys(): @@ -446,18 +464,29 @@ def change_obj(self, change_commands: CommandList): Sample call: self._changeObj([['PVsystem.pv1','kVAr',25,'set']]) self._changeObj([['PVsystem.pv1','kVAr','None','get']]) """ - + assert self._state != OpenDSSState.UNLOADED, f"{self._state}" for entry in change_commands.__root__: dss.Circuit.SetActiveElement( entry.obj_name ) # make the required element as active element dss.CktElement.Properties(entry.obj_property).Val = entry.val - def run_command(self, cmd): - dss.run_command(cmd) + def initial_disabled_solve(self): + assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" + hour = 0; second = 0 + dss.run_command( + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " + ) + dss.run_command("solve") + self._state = OpenDSSState.DISABLED_SOLVE def solve(self, hour, second): + # This only works if you are not unloaded and not disabled + assert (self._state != OpenDSSState.UNLOADED and + self._state != OpenDSSState.DISABLED_RUN), f"{self._state}" + dss.run_command( f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " ) dss.run_command("solve") + self._state = OpenDSSState.SOLVE_AT_TIME diff --git a/LocalFeeder/dss_functions.py b/LocalFeeder/dss_functions.py index d64f016..27aa05b 100644 --- a/LocalFeeder/dss_functions.py +++ b/LocalFeeder/dss_functions.py @@ -5,7 +5,6 @@ import pandas as pd from scipy import sparse as sparse import cmath -from scipy.sparse import csc_matrix, save_npz # from simulator.simulator import node_number @@ -29,77 +28,6 @@ "": "1.2.3", } -# dss.run_command("CalcV") # shorthand for CalcVoltageBases -def get_y_matrix_file(dss): - # dss.Circuit.SetActiveClass("Vsource") - # - # dss.Circuit.SetActiveElement("source") - # batchedit transformer..* wdg=2 tap=1 - # batchedit regcontrol..* enabled=false - # batchedit vsource..* enabled=false - # batchedit isource..* enabled=false - # batchedit load..* enabled=false - # batchedit generator..* enabled=false - # batchedit pvsystem..* enabled=false - # batchedit storage..* enabled=false - # solve - # export y triplet base_ysparse.csv - # export ynodelist base_nodelist.csv - # export summary base_summary.csv - dss.run_command("batchedit transformer..* wdg=2 tap=1") - dss.run_command("batchedit regcontrol..* enabled=false") - dss.run_command("batchedit vsource..* enabled=false") - dss.run_command("batchedit isource..* enabled=false") - dss.run_command("batchedit load..* enabled=false") - dss.run_command("batchedit generator..* enabled=false") - dss.run_command("batchedit pvsystem..* enabled=false") - dss.run_command("Batchedit Capacitor..* enabled=false") - dss.run_command("batchedit storage..* enabled=false") - dss.run_command("CalcVoltageBases") - dss.run_command("set maxiterations=20") - # solve - dss.run_command("solve") - dss.run_command("export y triplet base_ysparse.csv") - dss.run_command("export ynodelist base_nodelist.csv") - dss.run_command("export summary base_summary.csv") - Ysparse = csc_matrix(dss.YMatrix.getYsparse()) - save_npz("base_ysparse.npz", Ysparse) - - dss.run_command("Batchedit Load..* enabled=yes") - dss.run_command("Batchedit Vsource..* enabled=yes") - dss.run_command("Batchedit Isource..* enabled=yes") - dss.run_command("Batchedit Generator..* enabled=yes") - dss.run_command("Batchedit PVsystem..* enabled=yes") - dss.run_command("Batchedit Capacitor..* enabled=yes") - dss.run_command("Batchedit Storage..* enabled=no") - dss.run_command("CalcVoltageBases") - dss.run_command("solve mode=snapshot") - - - # dss.run_command('show Y') - # dss.run_command('solve mode=snap') - -def get_y_matrix_directly(dss): - dss.run_command("batchedit transformer..* wdg=2 tap=1") - dss.run_command("batchedit regcontrol..* enabled=false") - dss.run_command("batchedit vsource..* enabled=false") - dss.run_command("batchedit isource..* enabled=false") - dss.run_command("batchedit load..* enabled=false") - dss.run_command("batchedit generator..* enabled=false") - dss.run_command("batchedit pvsystem..* enabled=false") - dss.run_command("Batchedit Capacitor..* enabled=false") - dss.run_command("batchedit storage..* enabled=false") - dss.run_command("CalcVoltageBases") - dss.run_command("set maxiterations=20") - # solve - dss.run_command("solve") - return csc_matrix(dss.YMatrix.getYsparse()) - - -def get_y_matrix_calcv(dss): - dss.run_command("CalcVoltageBases") - return csc_matrix(dss.YMatrix.getYsparse()) - def get_vnom2(dss): circuit = dss.Circuit @@ -161,52 +89,6 @@ def get_vnom(dss): return V, vnom_dict -def snapshot_run(dss): - """ Function used for configuring the daily mode simulation run - """ - - dss.run_command("Batchedit Load..* enabled=yes") - dss.run_command("Batchedit Vsource..* enabled=yes") - dss.run_command("Batchedit Isource..* enabled=yes") - dss.run_command("Batchedit Generator..* enabled=yes") - dss.run_command("Batchedit PVsystem..* enabled=yes") - dss.run_command("Batchedit Capacitor..* enabled=yes") - dss.run_command("Batchedit Storage..* enabled=no") - dss.run_command("CalcVoltageBases") - dss.run_command("solve mode=snapshot") - - -def parse_Ymatrix(Ysparse, totalnode_number): - """ - Read platform y maxtrix file. It has no '[', ']' or '=' - Handels slack nodes positions not at the top-left of the matrix - :param Ysparse: - :param slack_no: - :param totalnode_number: - :return: Y00,Y01,Y10,Y11,Y11_sparse,Y11_inv - """ - - Ymatrix = sparse.lil_matrix((totalnode_number, totalnode_number), dtype=np.complex_) - - with open(Ysparse, "r") as csvfile: - reader = csv.reader(csvfile, delimiter=",",) - next(reader, None) # skip the headers - for row in reader: - row_value = int(row[0]) - column_value = int(row[1]) - r = row_value - 1 - c = column_value - 1 - g = float(row[2]) - b = float(row[3]) - Ymatrix[r, c] = complex(g, b) - Ymatrix[c, r] = Ymatrix[r, c] - - from scipy.sparse import load_npz - - Ymatrix_new = load_npz("base_ysparse.npz") - return Ymatrix_new.tocoo() - - def get_loads(dss, circuit): data = [] load_flag = dss.Loads.First() diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index ffd314a..c9b0e3a 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -3,7 +3,6 @@ import opendssdirect as dss import pandas as pd import json -from dss_functions import snapshot_run from FeederSimulator import FeederSimulator, FeederConfig, CommandList from pydantic import BaseModel import numpy as np @@ -45,13 +44,6 @@ def sparse_to_admittance_sparse(array, unique_ids): ) -def setup_sim(config: FeederConfig): - sim = FeederSimulator(config) - - snapshot_run(dss) - return sim - - def get_true_phases(angle): if np.abs(angle - 0) < 0.2: return 0 @@ -146,9 +138,13 @@ def get_initial_data(sim, config): for i in range(sim._source_indexes[0], sim._source_indexes[-1] + 1) ] - unique_ids = sim._AllNodeNames - snapshot_run(sim) + base_voltages = sim.get_base_voltages() + base_voltagemagnitude = VoltagesMagnitude( + values=list(np.abs(base_voltages).data), + ids=list(base_voltages.bus.data) + ) + #sim.snapshot_run() PQ_load = sim.get_PQs_load(static=True) PQ_PV = sim.get_PQs_pv(static=True) PQ_gen = sim.get_PQs_gen(static=True) @@ -157,15 +153,9 @@ def get_initial_data(sim, config): power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) injections = Injection(power_real=power_real, power_imaginary=power_imaginary) - sim.solve(0, 0) - feeder_voltages = sim.get_voltages_actual() + sim.initial_disabled_solve() + feeder_voltages = sim.get_disabled_solve_voltages() phases = list(map(get_true_phases, np.angle(feeder_voltages.data))) - base_voltages = list(sim._Vbase_allnode) - base_voltagemagnitude = VoltagesMagnitude( - values=[abs(i) for i in base_voltages], - ids=list(feeder_voltages.bus.data) - ) - base_voltageangle = VoltagesAngle(values=phases, ids=list(feeder_voltages.bus.data)) topology = Topology( @@ -342,7 +332,7 @@ def run(): with open("input_mapping.json") as f: input_mapping = json.load(f) config = FeederConfig(**parameters) - sim = setup_sim(config) + sim = FeederSimulator(config) go_cosim(sim, config, input_mapping) diff --git a/LocalFeeder/unit_tests/test_feeder.py b/LocalFeeder/unit_tests/test_feeder.py index fe45f01..a2489c9 100644 --- a/LocalFeeder/unit_tests/test_feeder.py +++ b/LocalFeeder/unit_tests/test_feeder.py @@ -3,12 +3,12 @@ import sender_cosim import FeederSimulator -import dss_functions import numpy as np import pytest import logging import pandas as pd -import opendssdirect as dss +import xarray as xr +import plotille @pytest.fixture() def federate_config(): @@ -25,71 +25,125 @@ def federate_config(): }) -def test_y_matrices(federate_config): - logging.info("Loading sim") - sim = sender_cosim.setup_sim(federate_config) - Y = sim.get_y_matrix() - directly = dss_functions.get_y_matrix_directly(dss) - - error_directly = np.max(np.abs(directly - Y)) - logging.info(f"Error directly: {error_directly}") - assert error_directly < 0.1, "Directly is far away" +def plot_y_matrix(Y): + Y_max = np.max(np.abs(Y)) - directly_calcv = dss_functions.get_y_matrix_calcv(dss) - error_calcv = np.max(np.abs(directly_calcv - Y)) - logging.info(f"Error calcv: {error_calcv}") - assert error_calcv < 0.1 + width = Y.shape[0] // 2 + height = Y.shape[1] // 4 + cvs = plotille.Canvas(width, height, mode="rgb") + arrayY = np.log(np.abs(Y.toarray())[:(4*height), :(2*width)] + 1) + flatY = arrayY.reshape(arrayY.size) + max_flatY = flatY.max() + cvs.braille_image([int(255 * np.abs(y) / max_flatY) for y in flatY]) + print(f"Y max: {Y_max}") + print(cvs.plot()) - dss_functions.snapshot_run(dss) - Y2 = sim.get_y_matrix() - error_Y2 = np.max(np.abs(Y2 - Y)) - logging.info(f"Error calcv: {error_Y2}") - assert error_Y2 < 0.1 +def test_ordering(federate_config): + logging.info("Loading sim") + sim = FeederSimulator.FeederSimulator(federate_config) + Y = sim.get_y_matrix() - dss_functions.snapshot_run(dss) + with pytest.raises(AssertionError, match=".*DISABLED_RUN.*"): + sim.solve(0,0) + with pytest.raises(AssertionError, match=".*DISABLED_RUN.*"): + _ = sim.get_voltages_actual() - directly2 = dss_functions.get_y_matrix_directly(dss) - error_directly2 = np.max(np.abs(directly2 - Y)) - logging.info(f"Error directly2: {error_directly2}") - assert error_directly2 < 0.1 + sim.snapshot_run() + base_voltages = sim.get_voltages_snapshot() + assert np.max(base_voltages) > 100 + Y2 = sim.get_y_matrix() + assert np.max(np.abs(Y - Y2)) < 0.001 - dss_functions.snapshot_run(dss) + sim.snapshot_run() + sim.solve(0, 0) + feeder_voltages = sim.get_voltages_actual() + assert np.max(feeder_voltages) > 100 + with pytest.raises(AssertionError, match=".*SOLVE_AT_TIME.*"): + _ = sim.get_voltages_snapshot() - directly_calcv2 = dss_functions.get_y_matrix_calcv(dss) - error_calcv2 = np.max(np.abs(directly_calcv2 - Y)) - logging.info(f"Error calcv 2: {error_calcv2}") - assert error_calcv2 > 0.1 - sim.solve(0,0) +def rtheta_to_xy(r, theta): + x = np.array(r*np.cos(theta)) + y = np.array(r*np.sin(theta)) + return x, y - Y2 = sim.get_y_matrix() - error_Y2 = np.max(np.abs(Y2 - Y)) - logging.info(f"Error calcv: {error_Y2}") - assert error_Y2 < 0.1 - sim.solve(0,0) - - directly2 = dss_functions.get_y_matrix_directly(dss) - error_directly2 = np.max(np.abs(directly2 - Y)) - logging.info(f"Error directly2: {error_directly2}") - assert error_directly2 < 0.1 - - sim.solve(0,0) +def test_voltages(federate_config): + logging.info("Loading sim") + sim = FeederSimulator.FeederSimulator(federate_config) + startup(sim) - directly_calcv2 = dss_functions.get_y_matrix_calcv(dss) - error_calcv2 = np.max(np.abs(directly_calcv2 - Y)) - logging.info(f"Error calcv 2: {error_calcv2}") - assert error_calcv2 < 0.1 + # Get Voltages + base = sim.get_base_voltages() + sim.disabled_run() + sim.initial_disabled_solve() + disabled_solve = sim.get_disabled_solve_voltages() + sim.snapshot_run() + snapshot = sim.get_voltages_snapshot() + sim.solve(0, 0) + actuals = sim.get_voltages_actual() + + # Plot magnitudes + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + #fig.set_x_limits(min_=-3, max_=3) + fig.set_y_limits(min_=0, max_=2) + fig.color_mode = "byte" + fig.plot(range(len(base)), np.abs(disabled_solve / base).data, lc=50, label="Disabled") + fig.plot(range(len(base)), np.abs(snapshot / base).data, lc=75, label="Snapshot") + fig.plot(range(len(base)), np.abs(actuals / base).data, lc=100, label="Actuals") + print("\n" + fig.show(legend=True)) + + # Plot magnitudes + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + #fig.set_x_limits(min_=-3, max_=3) + fig.set_y_limits(min_=0.9, max_=1.1) + fig.color_mode = "byte" + fig.plot(range(len(base)), np.abs(disabled_solve / base).data, lc=50, label="Disabled") + fig.plot(range(len(base)), np.abs(snapshot / base).data, lc=75, label="Snapshot") + fig.plot(range(len(base)), np.abs(actuals / base).data, lc=100, label="Actuals") + print("\n" + fig.show(legend=True)) + + # Plot angles better + r = xr.DataArray(range(len(base)), {"bus": base.bus.data}) + 100 + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + fig.set_x_limits(min_=-400, max_=400) + fig.set_y_limits(min_=-400, max_=400) + fig.color_mode = "byte" + fig.scatter(*rtheta_to_xy(r, np.angle(base)), lc=50, label="Disabled") + fig.scatter(*rtheta_to_xy(r, np.angle(snapshot)), lc=75, label="Snapshot") + fig.scatter(*rtheta_to_xy(r, np.angle(actuals)), lc=100, label="Actuals") + print("\n" + fig.show(legend=True)) + + # Plot angles better + r = xr.DataArray(range(len(base)), {"bus": base.bus.data}) + 100 + fig = plotille.Figure() + fig.width = 90 + fig.height = 30 + fig.set_x_limits(min_=0, max_=400) + fig.set_y_limits(min_=-50, max_=50) + fig.color_mode = "byte" + fig.scatter(*rtheta_to_xy(r, np.angle(base)), lc=50, label="Disabled") + fig.scatter(*rtheta_to_xy(r, np.angle(snapshot)), lc=75, label="Snapshot") + fig.scatter(*rtheta_to_xy(r, np.angle(actuals)), lc=100, label="Actuals") + print("\n" + fig.show(legend=True)) def test_simulation(federate_config): logging.info("Loading sim") - sim = sender_cosim.setup_sim(federate_config) + sim = FeederSimulator.FeederSimulator(federate_config) startup(sim) Y = sim.get_y_matrix() + plot_y_matrix(Y) getting_and_concatentating_data(sim) initial_data(sim, federate_config) + sim.snapshot_run() simulation_middle(sim, Y) @@ -118,6 +172,35 @@ def getting_and_concatentating_data(sim): def initial_data(sim, federate_config): initial_data = sender_cosim.get_initial_data(sim, federate_config) + # Plot magnitudes + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + #fig.set_x_limits(min_=-3, max_=3) + fig.set_y_limits(min_=0, max_=3000) + fig.color_mode = "byte" + fig.plot(range(len(initial_data.topology.base_voltage_magnitudes.ids)), + np.sort(initial_data.topology.base_voltage_magnitudes.values), + lc=100, label="Base") + print("\n" + fig.show(legend=True)) + + # Plot angles better + r = np.array(range(len(initial_data.topology.base_voltage_magnitudes.ids))) + 100 + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + fig.set_x_limits(min_=-400, max_=400) + fig.set_y_limits(min_=-400, max_=400) + fig.color_mode = "byte" + fig.scatter(*rtheta_to_xy(r, initial_data.topology.base_voltage_angles.values), lc=50, label="Base") + print("\n" + fig.show(legend=True)) + + df = pd.DataFrame({"voltages": initial_data.topology.base_voltage_magnitudes.values, + "angles": initial_data.topology.base_voltage_angles.values, + }) + logging.info(df.describe()) + df = pd.DataFrame({"injections": initial_data.topology.injections.power_real.values}) + logging.info(df.describe()) assert initial_data is not None @@ -127,7 +210,8 @@ def simulation_middle(sim, Y): sim.solve(0,0) current_data = sender_cosim.get_current_data(sim, Y) - df = pd.DataFrame({"pq": current_data.PQ_injections_all, "voltages": current_data.feeder_voltages}) + df = pd.DataFrame({"pq": current_data.PQ_injections_all, "voltages": np.abs(current_data.feeder_voltages), + "phases": np.angle(current_data.feeder_voltages)}) logging.info(df.describe()) #assert np.max(current_data.PQ_injections_all) > 0.1 assert np.max(current_data.feeder_voltages) > 50 From c4c913720da21b0d72bc822429eaf4c43cf3d3e2 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 12:35:00 -0600 Subject: [PATCH 08/47] Fix tests and add more test_plots --- LocalFeeder/unit_tests/test_feeder.py | 35 ++++++++++++++++++++++++++- 1 file changed, 34 insertions(+), 1 deletion(-) diff --git a/LocalFeeder/unit_tests/test_feeder.py b/LocalFeeder/unit_tests/test_feeder.py index a2489c9..ce4b43d 100644 --- a/LocalFeeder/unit_tests/test_feeder.py +++ b/LocalFeeder/unit_tests/test_feeder.py @@ -204,6 +204,29 @@ def initial_data(sim, federate_config): assert initial_data is not None +def plot_complex_array(data, label="Voltages"): + # Plot magnitudes + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + #fig.set_x_limits(min_=-3, max_=3) + fig.set_y_limits(min_=0, max_=np.max(np.abs(data))*1.1) + fig.color_mode = "byte" + fig.plot(range(len(data)), np.abs(data), lc=100, label=label) + print("\n" + fig.show(legend=True)) + + # Plot angles better + r = np.array(range(len(data))) + 100 + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + fig.set_x_limits(min_=-400, max_=400) + fig.set_y_limits(min_=-400, max_=400) + fig.color_mode = "byte" + fig.scatter(*rtheta_to_xy(r, np.angle(data)), lc=50, label=label) + print("\n" + fig.show(legend=True)) + + def simulation_middle(sim, Y): # this one may need to be properly ordered logging.info(f"Current directory : {os.getcwd()}") @@ -213,8 +236,18 @@ def simulation_middle(sim, Y): df = pd.DataFrame({"pq": current_data.PQ_injections_all, "voltages": np.abs(current_data.feeder_voltages), "phases": np.angle(current_data.feeder_voltages)}) logging.info(df.describe()) - #assert np.max(current_data.PQ_injections_all) > 0.1 + print("Feeder Voltages") + plot_complex_array(current_data.feeder_voltages.data, label="Feeder Voltages") assert np.max(current_data.feeder_voltages) > 50 + plot_complex_array(current_data.PQ_injections_all.data, label="PQ injection") + + diff = np.abs( + current_data.PQ_injections_all - (- current_data.calculated_power) + )*np.exp(1j * (np.angle(current_data.PQ_injections_all) - + np.angle(-current_data.calculated_power))) + + plot_complex_array(diff.data, label="Calculated - Injected") + bad_bus_names = sender_cosim.where_power_unbalanced(current_data.PQ_injections_all, current_data.calculated_power) assert len(bad_bus_names) == 0 From a6909e4d1bc2248cdd97081654670ea3895ff547 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 12:35:23 -0600 Subject: [PATCH 09/47] Move to tests --- LocalFeeder/{unit_tests => tests}/test_feeder.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename LocalFeeder/{unit_tests => tests}/test_feeder.py (100%) diff --git a/LocalFeeder/unit_tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py similarity index 100% rename from LocalFeeder/unit_tests/test_feeder.py rename to LocalFeeder/tests/test_feeder.py From 30d20287409962805523e8c9ef4f185ba1a0f4e4 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 12:50:01 -0600 Subject: [PATCH 10/47] Update requirements.txt with testing --- requirements.txt | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/requirements.txt b/requirements.txt index 53ef9ca..1d66272 100644 --- a/requirements.txt +++ b/requirements.txt @@ -1,5 +1,5 @@ -helics==3.2.1.post15 -helics-apps==3.2.1 +helics==3.4.0 +helics-apps==3.4.0 pydantic pyarrow scipy @@ -8,3 +8,5 @@ numpy pandas OpenDSSDirect.py[extras] boto3 +xarray +plotille From c82e07434815605050fdb2e15eacecdcea054f4a Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 12:50:43 -0600 Subject: [PATCH 11/47] Run black . --- LocalFeeder/FeederSimulator.py | 44 ++++++------ LocalFeeder/sender_cosim.py | 64 ++++++++++------- LocalFeeder/tests/test_feeder.py | 114 ++++++++++++++++++++----------- 3 files changed, 140 insertions(+), 82 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 52b541d..a517d0e 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -142,15 +142,15 @@ def __init__(self, config: FeederConfig): def snapshot_run(self): assert self._state != OpenDSSState.UNLOADED, f"{self._state}" - dss.run_command('Batchedit Load..* enabled=yes') - dss.run_command('Batchedit Vsource..* enabled=yes') - dss.run_command('Batchedit Isource..* enabled=yes') - dss.run_command('Batchedit Generator..* enabled=yes') - dss.run_command('Batchedit PVsystem..* enabled=yes') - dss.run_command('Batchedit Capacitor..* enabled=yes') - dss.run_command('Batchedit Storage..* enabled=no') - dss.run_command('CalcVoltageBases') - dss.run_command('solve mode=snapshot') + dss.run_command("Batchedit Load..* enabled=yes") + dss.run_command("Batchedit Vsource..* enabled=yes") + dss.run_command("Batchedit Isource..* enabled=yes") + dss.run_command("Batchedit Generator..* enabled=yes") + dss.run_command("Batchedit PVsystem..* enabled=yes") + dss.run_command("Batchedit Capacitor..* enabled=yes") + dss.run_command("Batchedit Storage..* enabled=no") + dss.run_command("CalcVoltageBases") + dss.run_command("solve mode=snapshot") self._state = OpenDSSState.SNAPSHOT_RUN def download_data(self, bucket_name, update_loadshape_location=False): @@ -288,9 +288,9 @@ def disabled_run(self): dss.run_command("set maxiterations=20") # solve dss.run_command("solve") - #dss.run_command("export y triplet base_ysparse.csv") - #dss.run_command("export ynodelist base_nodelist.csv") - #dss.run_command("export summary base_summary.csv") + # dss.run_command("export y triplet base_ysparse.csv") + # dss.run_command("export ynodelist base_nodelist.csv") + # dss.run_command("export summary base_summary.csv") self._state = OpenDSSState.DISABLED_RUN def get_y_matrix(self): @@ -343,7 +343,6 @@ def get_PQs_load(self, static=False): return xr.DataArray(PQ_load, {"bus": PQ_names}) - def get_PQs_pv(self, static=False): self._ready_to_load_power(static) @@ -436,8 +435,10 @@ def get_voltages_actual(self): return self._get_voltages() def _get_voltages(self): - assert (self._state != OpenDSSState.DISABLED_RUN and - self._state != OpenDSSState.UNLOADED), f"{self._state}" + assert ( + self._state != OpenDSSState.DISABLED_RUN + and self._state != OpenDSSState.UNLOADED + ), f"{self._state}" _, name_voltage_dict = get_voltages(self._circuit) res_feeder_voltages = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) for voltage_name in name_voltage_dict.keys(): @@ -445,7 +446,9 @@ def _get_voltages(self): self._name_index_dict[voltage_name] ] = name_voltage_dict[voltage_name] - return xr.DataArray(res_feeder_voltages, {"bus": list(name_voltage_dict.keys())}) + return xr.DataArray( + res_feeder_voltages, {"bus": list(name_voltage_dict.keys())} + ) def change_obj(self, change_commands: CommandList): """set/get an object property. @@ -473,7 +476,8 @@ def change_obj(self, change_commands: CommandList): def initial_disabled_solve(self): assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" - hour = 0; second = 0 + hour = 0 + second = 0 dss.run_command( f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " ) @@ -482,8 +486,10 @@ def initial_disabled_solve(self): def solve(self, hour, second): # This only works if you are not unloaded and not disabled - assert (self._state != OpenDSSState.UNLOADED and - self._state != OpenDSSState.DISABLED_RUN), f"{self._state}" + assert ( + self._state != OpenDSSState.UNLOADED + and self._state != OpenDSSState.DISABLED_RUN + ), f"{self._state}" dss.run_command( f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index c9b0e3a..cd133b9 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -70,6 +70,7 @@ def xarray_to_dict(data): "ids": ids, } + def xarray_to_powers(data, **kwargs): powersreal = PowersReal(**xarray_to_dict(data.real), **kwargs) powersimag = PowersImaginary(**xarray_to_dict(data.imag), **kwargs) @@ -94,22 +95,30 @@ def concat_powers(*ps: List[MeasurementArray]): assert all(ps[0].time == p.time for p in ps) return ps[0].__class__( - values = [v for p in ps for v in p.values], - ids = [id for p in ps for id in p.ids], - units = ps[0].units, - equipment_type = equipment_type, - accuracy = accuracy, - bad_data_threshold = bad_data_threshold, - time = ps[0].time + values=[v for p in ps for v in p.values], + ids=[id for p in ps for id in p.ids], + units=ps[0].units, + equipment_type=equipment_type, + accuracy=accuracy, + bad_data_threshold=bad_data_threshold, + time=ps[0].time, ) def get_powers(PQ_load, PQ_PV, PQ_gen, PQ_cap): n_nodes = len(PQ_load) - PQ_load_real, PQ_load_imag = xarray_to_powers(PQ_load, equipment_type=["Load"]*n_nodes) - PQ_PV_real, PQ_PV_imag = xarray_to_powers(PQ_PV, equipment_type=["PVSystem"]*n_nodes) - PQ_gen_real, PQ_gen_imag = xarray_to_powers(PQ_gen, equipment_type=["Generator"]*n_nodes) - PQ_cap_real, PQ_cap_imag = xarray_to_powers(PQ_cap, equipment_type=["Capacitor"]*n_nodes) + PQ_load_real, PQ_load_imag = xarray_to_powers( + PQ_load, equipment_type=["Load"] * n_nodes + ) + PQ_PV_real, PQ_PV_imag = xarray_to_powers( + PQ_PV, equipment_type=["PVSystem"] * n_nodes + ) + PQ_gen_real, PQ_gen_imag = xarray_to_powers( + PQ_gen, equipment_type=["Generator"] * n_nodes + ) + PQ_cap_real, PQ_cap_imag = xarray_to_powers( + PQ_cap, equipment_type=["Capacitor"] * n_nodes + ) power_real = concat_powers(PQ_load_real, PQ_PV_real, PQ_gen_real, PQ_cap_real) power_imag = concat_powers(PQ_load_imag, PQ_PV_imag, PQ_gen_imag, PQ_cap_imag) @@ -140,11 +149,10 @@ def get_initial_data(sim, config): base_voltages = sim.get_base_voltages() base_voltagemagnitude = VoltagesMagnitude( - values=list(np.abs(base_voltages).data), - ids=list(base_voltages.bus.data) + values=list(np.abs(base_voltages).data), ids=list(base_voltages.bus.data) ) - #sim.snapshot_run() + # sim.snapshot_run() PQ_load = sim.get_PQs_load(static=True) PQ_PV = sim.get_PQs_pv(static=True) PQ_gen = sim.get_PQs_gen(static=True) @@ -165,7 +173,7 @@ def get_initial_data(sim, config): base_voltage_magnitudes=base_voltagemagnitude, slack_bus=slack_bus, ) - return InitialData(Y = Y, topology = topology) + return InitialData(Y=Y, topology=topology) @dataclass @@ -188,9 +196,11 @@ def get_current_data(sim, Y): feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 ) PQ_injections_all[sim._source_indexes] = -calculated_power[sim._source_indexes] - return CurrentData(feeder_voltages = feeder_voltages, - PQ_injections_all = PQ_injections_all, - calculated_power = calculated_power) + return CurrentData( + feeder_voltages=feeder_voltages, + PQ_injections_all=PQ_injections_all, + calculated_power=calculated_power, + ) def where_power_unbalanced(PQ_injections_all, calculated_power, tol=1): @@ -265,12 +275,18 @@ def go_cosim(sim, config: FeederConfig, input_mapping): logger.info( f"Solve at hour {floored_timestamp.hour} second {60*floored_timestamp.minute + floored_timestamp.second}" ) - sim.solve(floored_timestamp.hour, 60*floored_timestamp.minute + floored_timestamp.second) + sim.solve( + floored_timestamp.hour, + 60 * floored_timestamp.minute + floored_timestamp.second, + ) current_data = get_current_data(sim, initial_data.Y) - bad_bus_names = where_power_unbalanced(current_data.PQ_injections_all, current_data.calculated_power) + bad_bus_names = where_power_unbalanced( + current_data.PQ_injections_all, current_data.calculated_power + ) if len(bad_bus_names) > 0: - raise ValueError(f""" + raise ValueError( + f""" Bad buses at {bad_bus_names.data} OpenDSS PQ @@ -278,7 +294,8 @@ def go_cosim(sim, config: FeederConfig, input_mapping): PowerBalance PQ {current_data.calculated_power.loc[bad_bus_names]} - """) + """ + ) logger.debug( f"Publish load {current_data.feeder_voltages.bus.data[0]} {current_data.feeder_voltages.data[0]}" @@ -286,8 +303,7 @@ def go_cosim(sim, config: FeederConfig, input_mapping): voltage_magnitudes = np.abs(current_data.feeder_voltages) pub_voltages_magnitude.publish( VoltagesMagnitude( - **xarray_to_dict(voltage_magnitudes), - time=current_timestamp, + **xarray_to_dict(voltage_magnitudes), time=current_timestamp, ).json() ) pub_voltages_real.publish( diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index ce4b43d..6f5781b 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -1,4 +1,5 @@ import sys, os + sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) import sender_cosim @@ -10,19 +11,22 @@ import xarray as xr import plotille + @pytest.fixture() def federate_config(): - return FeederSimulator.FeederConfig(**{ - "use_smartds": False, - "profile_location": "gadal_ieee123/profiles", - "opendss_location": "gadal_ieee123/qsts", - "sensor_location": "gadal_ieee123/sensors.json", - "start_date": "2017-01-01 00:00:00", - "number_of_timesteps": 96, - "run_freq_sec": 900, - "topology_output": "../../outputs/topology.json", - "name": "feeder" - }) + return FeederSimulator.FeederConfig( + **{ + "use_smartds": False, + "profile_location": "gadal_ieee123/profiles", + "opendss_location": "gadal_ieee123/qsts", + "sensor_location": "gadal_ieee123/sensors.json", + "start_date": "2017-01-01 00:00:00", + "number_of_timesteps": 96, + "run_freq_sec": 900, + "topology_output": "../../outputs/topology.json", + "name": "feeder", + } + ) def plot_y_matrix(Y): @@ -31,7 +35,7 @@ def plot_y_matrix(Y): width = Y.shape[0] // 2 height = Y.shape[1] // 4 cvs = plotille.Canvas(width, height, mode="rgb") - arrayY = np.log(np.abs(Y.toarray())[:(4*height), :(2*width)] + 1) + arrayY = np.log(np.abs(Y.toarray())[: (4 * height), : (2 * width)] + 1) flatY = arrayY.reshape(arrayY.size) max_flatY = flatY.max() cvs.braille_image([int(255 * np.abs(y) / max_flatY) for y in flatY]) @@ -45,7 +49,7 @@ def test_ordering(federate_config): Y = sim.get_y_matrix() with pytest.raises(AssertionError, match=".*DISABLED_RUN.*"): - sim.solve(0,0) + sim.solve(0, 0) with pytest.raises(AssertionError, match=".*DISABLED_RUN.*"): _ = sim.get_voltages_actual() @@ -64,8 +68,8 @@ def test_ordering(federate_config): def rtheta_to_xy(r, theta): - x = np.array(r*np.cos(theta)) - y = np.array(r*np.sin(theta)) + x = np.array(r * np.cos(theta)) + y = np.array(r * np.sin(theta)) return x, y @@ -88,10 +92,12 @@ def test_voltages(federate_config): fig = plotille.Figure() fig.width = 60 fig.height = 30 - #fig.set_x_limits(min_=-3, max_=3) + # fig.set_x_limits(min_=-3, max_=3) fig.set_y_limits(min_=0, max_=2) fig.color_mode = "byte" - fig.plot(range(len(base)), np.abs(disabled_solve / base).data, lc=50, label="Disabled") + fig.plot( + range(len(base)), np.abs(disabled_solve / base).data, lc=50, label="Disabled" + ) fig.plot(range(len(base)), np.abs(snapshot / base).data, lc=75, label="Snapshot") fig.plot(range(len(base)), np.abs(actuals / base).data, lc=100, label="Actuals") print("\n" + fig.show(legend=True)) @@ -100,10 +106,12 @@ def test_voltages(federate_config): fig = plotille.Figure() fig.width = 60 fig.height = 30 - #fig.set_x_limits(min_=-3, max_=3) + # fig.set_x_limits(min_=-3, max_=3) fig.set_y_limits(min_=0.9, max_=1.1) fig.color_mode = "byte" - fig.plot(range(len(base)), np.abs(disabled_solve / base).data, lc=50, label="Disabled") + fig.plot( + range(len(base)), np.abs(disabled_solve / base).data, lc=50, label="Disabled" + ) fig.plot(range(len(base)), np.abs(snapshot / base).data, lc=75, label="Snapshot") fig.plot(range(len(base)), np.abs(actuals / base).data, lc=100, label="Actuals") print("\n" + fig.show(legend=True)) @@ -161,8 +169,12 @@ def getting_and_concatentating_data(sim): PQ_cap = sim.get_PQs_cap(static=True) n_nodes = len(PQ_load) - pv_real, pv_imag = sender_cosim.xarray_to_powers(PQ_PV, equipment_type=["PVSystem"]*n_nodes) - gen_real, gen_imag = sender_cosim.xarray_to_powers(PQ_gen, equipment_type=["Generator"]*n_nodes) + pv_real, pv_imag = sender_cosim.xarray_to_powers( + PQ_PV, equipment_type=["PVSystem"] * n_nodes + ) + gen_real, gen_imag = sender_cosim.xarray_to_powers( + PQ_gen, equipment_type=["Generator"] * n_nodes + ) test_real = sender_cosim.concat_powers(pv_real, gen_real) assert test_real.values[5] == PQ_PV.data[5].real assert test_real.ids[5] == PQ_PV.bus.data[5] @@ -176,12 +188,15 @@ def initial_data(sim, federate_config): fig = plotille.Figure() fig.width = 60 fig.height = 30 - #fig.set_x_limits(min_=-3, max_=3) + # fig.set_x_limits(min_=-3, max_=3) fig.set_y_limits(min_=0, max_=3000) fig.color_mode = "byte" - fig.plot(range(len(initial_data.topology.base_voltage_magnitudes.ids)), - np.sort(initial_data.topology.base_voltage_magnitudes.values), - lc=100, label="Base") + fig.plot( + range(len(initial_data.topology.base_voltage_magnitudes.ids)), + np.sort(initial_data.topology.base_voltage_magnitudes.values), + lc=100, + label="Base", + ) print("\n" + fig.show(legend=True)) # Plot angles better @@ -192,14 +207,23 @@ def initial_data(sim, federate_config): fig.set_x_limits(min_=-400, max_=400) fig.set_y_limits(min_=-400, max_=400) fig.color_mode = "byte" - fig.scatter(*rtheta_to_xy(r, initial_data.topology.base_voltage_angles.values), lc=50, label="Base") + fig.scatter( + *rtheta_to_xy(r, initial_data.topology.base_voltage_angles.values), + lc=50, + label="Base", + ) print("\n" + fig.show(legend=True)) - df = pd.DataFrame({"voltages": initial_data.topology.base_voltage_magnitudes.values, - "angles": initial_data.topology.base_voltage_angles.values, - }) + df = pd.DataFrame( + { + "voltages": initial_data.topology.base_voltage_magnitudes.values, + "angles": initial_data.topology.base_voltage_angles.values, + } + ) logging.info(df.describe()) - df = pd.DataFrame({"injections": initial_data.topology.injections.power_real.values}) + df = pd.DataFrame( + {"injections": initial_data.topology.injections.power_real.values} + ) logging.info(df.describe()) assert initial_data is not None @@ -209,8 +233,8 @@ def plot_complex_array(data, label="Voltages"): fig = plotille.Figure() fig.width = 60 fig.height = 30 - #fig.set_x_limits(min_=-3, max_=3) - fig.set_y_limits(min_=0, max_=np.max(np.abs(data))*1.1) + # fig.set_x_limits(min_=-3, max_=3) + fig.set_y_limits(min_=0, max_=np.max(np.abs(data)) * 1.1) fig.color_mode = "byte" fig.plot(range(len(data)), np.abs(data), lc=100, label=label) print("\n" + fig.show(legend=True)) @@ -230,11 +254,16 @@ def plot_complex_array(data, label="Voltages"): def simulation_middle(sim, Y): # this one may need to be properly ordered logging.info(f"Current directory : {os.getcwd()}") - sim.solve(0,0) + sim.solve(0, 0) current_data = sender_cosim.get_current_data(sim, Y) - df = pd.DataFrame({"pq": current_data.PQ_injections_all, "voltages": np.abs(current_data.feeder_voltages), - "phases": np.angle(current_data.feeder_voltages)}) + df = pd.DataFrame( + { + "pq": current_data.PQ_injections_all, + "voltages": np.abs(current_data.feeder_voltages), + "phases": np.angle(current_data.feeder_voltages), + } + ) logging.info(df.describe()) print("Feeder Voltages") plot_complex_array(current_data.feeder_voltages.data, label="Feeder Voltages") @@ -243,11 +272,18 @@ def simulation_middle(sim, Y): plot_complex_array(current_data.PQ_injections_all.data, label="PQ injection") diff = np.abs( - current_data.PQ_injections_all - (- current_data.calculated_power) - )*np.exp(1j * (np.angle(current_data.PQ_injections_all) - - np.angle(-current_data.calculated_power))) + current_data.PQ_injections_all - (-current_data.calculated_power) + ) * np.exp( + 1j + * ( + np.angle(current_data.PQ_injections_all) + - np.angle(-current_data.calculated_power) + ) + ) plot_complex_array(diff.data, label="Calculated - Injected") - bad_bus_names = sender_cosim.where_power_unbalanced(current_data.PQ_injections_all, current_data.calculated_power) + bad_bus_names = sender_cosim.where_power_unbalanced( + current_data.PQ_injections_all, current_data.calculated_power + ) assert len(bad_bus_names) == 0 From 838ae0ab64d89d4cc1a9d9b67836170bb6cd5d44 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 13:14:56 -0600 Subject: [PATCH 12/47] Update to latest GADAL version --- .github/workflows/docker-test.yml | 6 +----- .github/workflows/test-api.yml | 3 --- Dockerfile | 7 ++----- requirements.txt | 2 +- 4 files changed, 4 insertions(+), 14 deletions(-) diff --git a/.github/workflows/docker-test.yml b/.github/workflows/docker-test.yml index 8544016..d25df79 100644 --- a/.github/workflows/docker-test.yml +++ b/.github/workflows/docker-test.yml @@ -14,8 +14,7 @@ jobs: - name: build docker container shell: bash run: | - echo "$SSH_KEY" > gadal_docker_key - docker build --secret id=gadal_github_key,src=gadal_docker_key --progress=plain -t gadal-example:0.0.0 . + docker build --progress=plain -t gadal-example:0.0.0 . env: SSH_KEY: ${{secrets.SGIDAL_CLONE_KEY}} DOCKER_BUILDKIT: '1' @@ -34,9 +33,6 @@ jobs: shell: bash -l {0} run: | pip install matplotlib pyarrow numpy matplotlib pandas - eval `ssh-agent -s` - ssh-add - <<< '${{ secrets.SGIDAL_CLONE_KEY }}' - pip install git+ssh://git@github.com/openEDI/GADAL@v0.2.2 python post_analysis.py outputs_build - name: Archive logs diff --git a/.github/workflows/test-api.yml b/.github/workflows/test-api.yml index afefbad..c66c3b2 100644 --- a/.github/workflows/test-api.yml +++ b/.github/workflows/test-api.yml @@ -24,9 +24,6 @@ jobs: shell: bash -l {0} run: | pip install -r requirements.txt - eval `ssh-agent -s` - ssh-add - <<< '${{ secrets.SGIDAL_CLONE_KEY }}' - pip install git+ssh://git@github.com/openEDI/GADAL@v0.2.2 - name: Run example shell: bash -l {0} run: | diff --git a/Dockerfile b/Dockerfile index a8ecf1b..a5bd555 100644 --- a/Dockerfile +++ b/Dockerfile @@ -3,9 +3,6 @@ FROM python:3.10.6-slim-bullseye RUN apt-get update && apt-get install -y git ssh RUN mkdir -p /root/.ssh -ENV GIT_SSH_COMMAND="ssh -i /run/secrets/gadal_github_key" -RUN ssh-keyscan -t rsa github.com >> ~/.ssh/known_hosts -RUN --mount=type=secret,id=gadal_github_key pip install git+ssh://git@github.com/openEDI/GADAL@v0.2.2 WORKDIR /simulation @@ -18,8 +15,8 @@ COPY wls_federate wls_federate COPY recorder recorder RUN mkdir -p outputs build -RUN python test_full_systems.py --system docker_system.json +RUN gadal build --system docker_system.json COPY requirements.txt . RUN pip install -r requirements.txt -ENTRYPOINT ["helics", "run", "--path=build/test_system_runner.json"] +ENTRYPOINT ["gadal", "run"] diff --git a/requirements.txt b/requirements.txt index 1d66272..0fdb213 100644 --- a/requirements.txt +++ b/requirements.txt @@ -9,4 +9,4 @@ pandas OpenDSSDirect.py[extras] boto3 xarray -plotille +git+https://github.com/openEDI/GADAL@v0.2.4#egg=gadal From 2f90e407f491137d25eb1d9c26b4eaf0390d953e Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 14:35:42 -0600 Subject: [PATCH 13/47] Update requirements.txt to fix opendss version --- requirements.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/requirements.txt b/requirements.txt index 0fdb213..15ad6fa 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,7 +6,7 @@ scipy matplotlib numpy pandas -OpenDSSDirect.py[extras] +OpenDSSDirect.py[extras]==0.7.0 boto3 xarray git+https://github.com/openEDI/GADAL@v0.2.4#egg=gadal From 48d2df679e5d621aa44e3699f2eb9006e7f8535b Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 14:39:28 -0600 Subject: [PATCH 14/47] Fix dumb dockerfile mistake --- Dockerfile | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index a5bd555..df75509 100644 --- a/Dockerfile +++ b/Dockerfile @@ -15,8 +15,9 @@ COPY wls_federate wls_federate COPY recorder recorder RUN mkdir -p outputs build -RUN gadal build --system docker_system.json COPY requirements.txt . RUN pip install -r requirements.txt + +RUN gadal build --system docker_system.json ENTRYPOINT ["gadal", "run"] From 7243fe191f28fec1cf57f9ea46b0a265bbb226e9 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 14:50:43 -0600 Subject: [PATCH 15/47] Hopefully finally fix docker --- Dockerfile | 1 + 1 file changed, 1 insertion(+) diff --git a/Dockerfile b/Dockerfile index df75509..5c8732f 100644 --- a/Dockerfile +++ b/Dockerfile @@ -8,6 +8,7 @@ WORKDIR /simulation COPY test_full_systems.py . COPY scenarios/docker_system.json docker_system.json +COPY components.json . COPY LocalFeeder LocalFeeder COPY README.md . COPY measuring_federate measuring_federate From 2896f8bdd7bfbe9884de29a7e7de4ee1f764dbb7 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 14:56:47 -0600 Subject: [PATCH 16/47] Fix plots in docker-test yml --- .github/workflows/docker-test.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/docker-test.yml b/.github/workflows/docker-test.yml index d25df79..6d85056 100644 --- a/.github/workflows/docker-test.yml +++ b/.github/workflows/docker-test.yml @@ -33,6 +33,7 @@ jobs: shell: bash -l {0} run: | pip install matplotlib pyarrow numpy matplotlib pandas + pip install git+https://github.com/openEDI/GADAL@v0.2.4#egg=gadal python post_analysis.py outputs_build - name: Archive logs From 3e18e53972870c4f292fb85f8240435ed2faaf66 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 15:06:39 -0600 Subject: [PATCH 17/47] Remove < gadal 0.2.4 test_full_systems.py and add local feeder pytest --- .github/workflows/test-api.yml | 4 +- .github/workflows/test-local-feeder.yml | 33 +++++++++++++ Dockerfile | 1 - README.md | 27 ++++------- test_full_systems.py | 63 ------------------------- 5 files changed, 45 insertions(+), 83 deletions(-) create mode 100644 .github/workflows/test-local-feeder.yml delete mode 100644 test_full_systems.py diff --git a/.github/workflows/test-api.yml b/.github/workflows/test-api.yml index c66c3b2..61d4a10 100644 --- a/.github/workflows/test-api.yml +++ b/.github/workflows/test-api.yml @@ -27,8 +27,8 @@ jobs: - name: Run example shell: bash -l {0} run: | - python test_full_systems.py - helics run --path=build/test_system_runner.json + gadal build --system scenarios/docker_system.json + gadal run python post_analysis.py - name: Archive logs uses: actions/upload-artifact@v2 diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml new file mode 100644 index 0000000..abb67d1 --- /dev/null +++ b/.github/workflows/test-local-feeder.yml @@ -0,0 +1,33 @@ + +name: RunExample + +on: [push] +jobs: + build: + runs-on: ${{ matrix.os }} + strategy: + fail-fast: false + matrix: + os: [ubuntu-latest] + python-version: ['3.10'] + #include: + #- os: ubuntu-latest + #python-version: 3.10 + + steps: + - uses: actions/checkout@v2 + - name: Set up Python ${{ matrix.python-version }} + uses: conda-incubator/setup-miniconda@v2 + with: + auto-update-conda: true + python-version: ${{ matrix.python-version }} + - name: Install python dependencies + shell: bash -l {0} + run: | + pip install -r requirements.txt + pip install plotille pytest + - name: Run pytest on LocalFeeder + shell: bash -l {0} + run: | + cd LocalFeeder + pytest -s . diff --git a/Dockerfile b/Dockerfile index 5c8732f..653639a 100644 --- a/Dockerfile +++ b/Dockerfile @@ -6,7 +6,6 @@ RUN mkdir -p /root/.ssh WORKDIR /simulation -COPY test_full_systems.py . COPY scenarios/docker_system.json docker_system.json COPY components.json . COPY LocalFeeder LocalFeeder diff --git a/README.md b/README.md index 143f779..40a38b9 100644 --- a/README.md +++ b/README.md @@ -6,24 +6,17 @@ state estimation, and distributed OPF. # Install and Running Locally -1. Install the GADAL `componentframework` using `python setup.py develop` or using -`pip install git+ssh://git@github.com/openEDI/GADAL@v0.2.2`. - -To run the simulation, you'll need several libraries such as OpenDSSDirect.py and pyarrow. +1. To run the simulation, you'll need several libraries such as OpenDSSDirect.py and pyarrow. ``` pip install -r requirements.txt ``` -For analysis, you'll also need matplotlib. -``` -pip install matplotlib` -``` -2. Run `python test_full_systems.py` to initialize the system -defined in `test_system.json` in a `build` directory. +2. Run `gadal build --system scenarios/docker_system.json` to initialize the system +defined in `scenarios/test_system.json` in a `build` directory. You can specify your own directory with `--system` and your own system json with `--system`. -3. Run `helics run --path=build/test_system_runner.json` +3. Run `gadal run` 4. Analyze the results using `python post_analysis.py` This computes some percentage relative errors in magnitude (MAPE) and angle (MAE), @@ -38,6 +31,11 @@ If the simulation fails, you may **need** to kill the `helics_broker` manually b When debugging, you should check the `.log` files for errors. Error code `-9` usually occurs when it is killed by the broker as opposed to failing directly. +You can use the `gadal` CLI tools to help debug specific components or timing. + +- `gadal run-with-pause` +- `gadal debug-component --foreground feeder` + # Components All the required components are defined in folders within this repo. Each component @@ -114,13 +112,8 @@ for each component with the right configuration. # Docker Container -One of the downsides of having `gadal` as a private library at present is that it complicates automated -installation. We could do this by copying over a tar file, or we can use it by pip installing -it with an SSH key. Currently, we use an SSH key. - -Assuming the github SSH key is in the current directory `gadal_docker_key`, we can build the docker image with ``` -docker build --secret id=gadal_github_key,src=gadal_docker_key -t gadal-example:0.0.0 . +docker build -t gadal-example:0.0.0 . ``` To get a docker volume pointed at the right place locally, we have to run more commands diff --git a/test_full_systems.py b/test_full_systems.py deleted file mode 100644 index 4e7ce32..0000000 --- a/test_full_systems.py +++ /dev/null @@ -1,63 +0,0 @@ -#!/usr/bin/env python3 -# Load component framework -from gadal.componentframework.basic_component import component_from_json -from gadal.componentframework.system_configuration import ( - generate_runner_config, - WiringDiagram, -) -import argparse - -parser = argparse.ArgumentParser(description="Build system") -parser.add_argument( - "--target-directory", - type=str, - default="build", - help="Target directory to put the system in", - metavar="PARAM", -) - -parser.add_argument( - "--system", - type=str, - default="scenarios/docker_system.json", - help="Wiring diagram json to build", - metavar="PARAM", -) - -args = parser.parse_args() - - -def bad_type_checker(type, x): - "Doesn't do any type checking on the exchange types" - return True - - -# We make classes for each component using a type checker -LocalFeeder = component_from_json( - "LocalFeeder/component_definition.json", bad_type_checker -) -MeasurementComponent = component_from_json( - "measuring_federate/component_definition.json", bad_type_checker -) -StateEstimatorComponent = component_from_json( - "wls_federate/component_definition.json", bad_type_checker -) -Recorder = component_from_json("recorder/component_definition.json", bad_type_checker) - -# Dictionary used to interpret test_system.json -component_types = { - "LocalFeeder": LocalFeeder, - "MeasurementComponent": MeasurementComponent, - "StateEstimatorComponent": StateEstimatorComponent, - "Recorder": Recorder, -} - -# Read wiring diagram (lists components, links, and parameters) -wiring_diagram = WiringDiagram.parse_file(args.system) -# wiring_diagram.clean_model() -# Generate runner config using wiring diagram and component types -runner_config = generate_runner_config( - wiring_diagram, component_types, target_directory=args.target_directory -) -with open(f"{args.target_directory}/test_system_runner.json", "w") as f: - f.write(runner_config.json(indent=2)) From 6f241d114a7ded65e5a1f75f62644f3882acc929 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 15:15:13 -0600 Subject: [PATCH 18/47] Try and get colors working --- .github/workflows/test-local-feeder.yml | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml index abb67d1..f764d40 100644 --- a/.github/workflows/test-local-feeder.yml +++ b/.github/workflows/test-local-feeder.yml @@ -1,5 +1,4 @@ - -name: RunExample +name: RunLocalFeederTests on: [push] jobs: @@ -31,3 +30,5 @@ jobs: run: | cd LocalFeeder pytest -s . + env: + PY_COLORS: "1" From 8fd36dd19c40ed19247400bdf391d16624ec7572 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 15:21:17 -0600 Subject: [PATCH 19/47] Make final attempt to add colors --- .github/workflows/test-local-feeder.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml index f764d40..8be5694 100644 --- a/.github/workflows/test-local-feeder.yml +++ b/.github/workflows/test-local-feeder.yml @@ -1,4 +1,4 @@ -name: RunLocalFeederTests +name: TestLocalFeeder on: [push] jobs: @@ -31,4 +31,4 @@ jobs: cd LocalFeeder pytest -s . env: - PY_COLORS: "1" + PYTEST_ADDOPTS: "--color=yes" From 6e04ecc52f5acdf07b459ed4e89a61d7725ed1db Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 30 Mar 2023 15:31:12 -0600 Subject: [PATCH 20/47] Add utf io to pytest env --- .github/workflows/test-local-feeder.yml | 1 + 1 file changed, 1 insertion(+) diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml index 8be5694..a6366b9 100644 --- a/.github/workflows/test-local-feeder.yml +++ b/.github/workflows/test-local-feeder.yml @@ -32,3 +32,4 @@ jobs: pytest -s . env: PYTEST_ADDOPTS: "--color=yes" + PYTHONIOENCODING: UTF-8 From 91ba896a2cde97a6998efe30cf56e1e8708e1fa4 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Mon, 3 Apr 2023 10:11:01 -0600 Subject: [PATCH 21/47] Use snapshot run --- LocalFeeder/sender_cosim.py | 5 ++--- errors.png | Bin 29573 -> 34820 bytes voltage_angles_0.png | Bin 22074 -> 22061 bytes voltage_angles_95.png | Bin 22401 -> 22444 bytes voltage_magnitudes_0.png | Bin 215396 -> 217691 bytes voltage_magnitudes_95.png | Bin 215038 -> 216063 bytes 6 files changed, 2 insertions(+), 3 deletions(-) diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index cd133b9..7f61bda 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -152,7 +152,7 @@ def get_initial_data(sim, config): values=list(np.abs(base_voltages).data), ids=list(base_voltages.bus.data) ) - # sim.snapshot_run() + sim.snapshot_run() PQ_load = sim.get_PQs_load(static=True) PQ_PV = sim.get_PQs_pv(static=True) PQ_gen = sim.get_PQs_gen(static=True) @@ -161,8 +161,7 @@ def get_initial_data(sim, config): power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) injections = Injection(power_real=power_real, power_imaginary=power_imaginary) - sim.initial_disabled_solve() - feeder_voltages = sim.get_disabled_solve_voltages() + feeder_voltages = sim.get_voltages_snapshot() phases = list(map(get_true_phases, np.angle(feeder_voltages.data))) base_voltageangle = VoltagesAngle(values=phases, ids=list(feeder_voltages.bus.data)) diff --git a/errors.png b/errors.png index 727f568b73799c5ab9e3b48e7b4da408ba992c62..5fc7db5ad84e71d3b161e04d24a9f8d6bfc5fa53 100644 GIT binary patch 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zQ{VIBDY9$V=;eS(4^B0V5g2N_yDq@eTdrz6MfpLn4R;(!6A|^VZC}ZYiw4p-muGeH num9&=$N$GX;s2Ybb0$tu98Qj#PXVgOAP~97N{ Date: Mon, 3 Apr 2023 11:01:22 -0600 Subject: [PATCH 22/47] Add precommit tooling and fix some formatting problems in LocalFeeder --- .pre-commit-config.yaml | 27 +++++++++++ LocalFeeder/FeederSimulator.py | 34 +++++++------- LocalFeeder/README.md | 4 +- LocalFeeder/dss_functions.py | 81 +++++++++----------------------- LocalFeeder/mypy.ini | 19 ++++++++ LocalFeeder/sender_cosim.py | 43 +++++++++-------- LocalFeeder/tests/test_feeder.py | 18 +++---- README.md | 2 +- 8 files changed, 120 insertions(+), 108 deletions(-) create mode 100644 .pre-commit-config.yaml create mode 100644 LocalFeeder/mypy.ini diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml new file mode 100644 index 0000000..226db14 --- /dev/null +++ b/.pre-commit-config.yaml @@ -0,0 +1,27 @@ +# See https://pre-commit.com for more information +# See https://pre-commit.com/hooks.html for more hooks +repos: +- repo: https://github.com/pre-commit/pre-commit-hooks + rev: v3.2.0 + hooks: + - id: trailing-whitespace + - id: end-of-file-fixer + - id: check-yaml + - id: check-added-large-files +- repo: https://github.com/pycqa/flake8 + rev: 6.0.0 + hooks: + - id: flake8 +- repo: https://github.com/psf/black + rev: 19.10b0 + hooks: + - id: black +- repo: https://github.com/PyCQA/isort + rev: 5.9.3 + hooks: + - id: isort +- repo: https://github.com/pre-commit/mirrors-mypy + rev: v0.981 + hooks: + - id: mypy + additional_dependencies: [pydantic] # add if use pydantic diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index a517d0e..a5cd393 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -1,6 +1,5 @@ # -*- coding: utf-8 -*- -# import helics as h -from typing import Any, List +from typing import Any, List, Dict import opendssdirect as dss import numpy as np import time @@ -25,8 +24,6 @@ get_Generator, get_capacitors, get_voltages, - get_vnom, - get_vnom2, ) import xarray as xr @@ -67,7 +64,7 @@ class FeederConfig(BaseModel): run_freq_sec: float = 15 * 60 start_time_index: int = 0 topology_output: str = "topology.json" - use_sparse_admittance = False + use_sparse_admittance: bool = False class Command(BaseModel): @@ -109,8 +106,8 @@ def __init__(self, config: FeederConfig): self._AllNodeNames = None self._source_indexes = None # self._capacitors=[] - self._capNames = [] - self._regNames = [] + self._capNames: List[str] = [] + self._regNames: List[str] = [] # timegm(strptime('2019-07-23 14:50:00 GMT', '%Y-%m-%d %H:%M:%S %Z')) self._start_time = int( @@ -121,8 +118,8 @@ def __init__(self, config: FeederConfig): self._number_of_timesteps = config.number_of_timesteps self._vmult = 0.001 - self._nodes_index = [] - self._name_index_dict = {} + self._nodes_index: List[int] = [] + self._name_index_dict: Dict[str, int] = {} self._simulation_time_step = "15m" if self._use_smartds: @@ -461,11 +458,14 @@ def change_obj(self, change_commands: CommandList): objVal -- val of the property. If flg is set as 'get', then objVal is not used. flg -- Can be 'set' or 'get' - P.S. In the case of 'get' use a value of 'None' for objVal. The same object i.e. - objData that was passed in as input will have the result i.e. objVal will be - updated from 'None' to the actual value. - Sample call: self._changeObj([['PVsystem.pv1','kVAr',25,'set']]) - self._changeObj([['PVsystem.pv1','kVAr','None','get']]) + P.S. In the case of 'get' use a value of 'None' for objVal. The same + object i.e. objData that was passed in as input will have the result + i.e. objVal will be updated from 'None' to the actual value. Sample + call: + + ``self._changeObj([['PVsystem.pv1','kVAr',25,'set']])`` + ``self._changeObj([['PVsystem.pv1','kVAr','None','get']])`` + """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" for entry in change_commands.__root__: @@ -479,7 +479,8 @@ def initial_disabled_solve(self): hour = 0 second = 0 dss.run_command( - f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second}" + f"stepsize={self._simulation_time_step}" ) dss.run_command("solve") self._state = OpenDSSState.DISABLED_SOLVE @@ -492,7 +493,8 @@ def solve(self, hour, second): ), f"{self._state}" dss.run_command( - f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} stepsize={self._simulation_time_step} " + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second}" + f"stepsize={self._simulation_time_step}" ) dss.run_command("solve") self._state = OpenDSSState.SOLVE_AT_TIME diff --git a/LocalFeeder/README.md b/LocalFeeder/README.md index 2089f34..50c9c65 100644 --- a/LocalFeeder/README.md +++ b/LocalFeeder/README.md @@ -9,7 +9,5 @@ https://data.openei.org/s3_viewer?bucket=oedi-data-lake&prefix=SMART-DS%2Fv1.0%2 Or under the s3 link, ``` -oedi-data-lake/SMART-DS/v1.0/2017/SFO/P1U/scenarios/base_timeseries/opendss/p1uhs0_1247/p1uhs0_1247--p1udt942 +oedi-data-lake/SMART-DS/v1.0/2017/SFO/P1U/scenarios/base_timeseries/opendss/p1uhs0_1247/p1uhs0_1247--p1udt942 ``` - - diff --git a/LocalFeeder/dss_functions.py b/LocalFeeder/dss_functions.py index 27aa05b..faba96b 100644 --- a/LocalFeeder/dss_functions.py +++ b/LocalFeeder/dss_functions.py @@ -1,39 +1,18 @@ -import csv +import logging import math import numpy as np -import pandas as pd -from scipy import sparse as sparse -import cmath -# from simulator.simulator import node_number - -vmult = 0.001 -pos120 = complex(-0.5, 0.5 * cmath.sqrt(3.0)) -# For Phase C -neg120 = complex(-0.5, -0.5 * cmath.sqrt(3.0)) -# For Phase B -phase_shift = {"A": 1, "B": neg120, "C": pos120, "s1": 1, "s2": 1} -lookup = { - "A": "1", - "B": "2", - "C": "3", - "N": "4", - "S1": "1", - "S2": "2", - "s1": "1", - "s2": "2", - "s1\ns2": ["1", "2"], - "s2\ns1": ["2", "1"], - "": "1.2.3", -} +logger = logging.getLogger(__name__) +logger.addHandler(logging.StreamHandler()) +logger.setLevel(logging.DEBUG) def get_vnom2(dss): circuit = dss.Circuit AllNodeNames = circuit.AllNodeNames() # This or DSSCircuit.AllBusVmagPu - Vnom = circuit.AllBusMagPu() # circuit.AllBusVmagPu() + Vnom = circuit.AllBusMagPu() # circuit.AllBusVmagPu() vmags = circuit.AllBusVMag() Vnom2 = circuit.AllBusVolts() @@ -102,7 +81,7 @@ def get_loads(dss, circuit): "PF": load.PF(), "Delta_conn": load.IsDelta(), } - indexCktElement = circuit.SetActiveElement("Load.%s" % datum["name"]) + _ = circuit.SetActiveElement("Load.%s" % datum["name"]) cktElement = dss.CktElement bus = cktElement.BusNames()[0].split(".") datum["kVar"] = ( @@ -116,15 +95,9 @@ def get_loads(dss, circuit): if not datum["numPhases"]: datum["numPhases"] = 3 datum["phases"] = ["1", "2", "3"] - # if not datum["numPhases"] == [u'']: - # datum["numPhases"] = 3 - # datum['busphase'] = ['1', '2', '3'] - # else: - # datum['busphase'] = [lookup[phs] for phs in datum["phases"]] - # datum["numPhases"] = len(datum['busphase']) datum["voltageMag"] = cktElement.VoltagesMagAng()[0] datum["voltageAng"] = cktElement.VoltagesMagAng()[1] - datum["power"] = dss.CktElement.Powers()[0:2] + datum["power"] = dss.CktElement.Powers()[:2] data.append(datum) load_flag = dss.Loads.Next() @@ -147,20 +120,20 @@ def get_pvSystems(dss): NumPhase = dss.CktElement.NumPhases() bus = dss.CktElement.BusNames()[0] - # PVkV = dss.run_command('? ' + PVname + '.kV') #Not included in PVsystems commands for some reason + # PVkV = dss.run_command('? ' + PVname + '.kV') + # Not included in PVsystems commands for some reason datum["name"] = PVname datum["bus"] = bus datum["phases"] = bus[1:] datum["Pmpp"] = PVpmpp datum["pf"] = PVpf - # datum["kV"] = PVkV datum["kW"] = PVkW datum["kVar"] = PVkvar datum["kVARated"] = PVkVARated datum["numPhase"] = NumPhase datum["numPhases"] = NumPhase - datum["power"] = dss.CktElement.Powers()[0 : 2 * NumPhase] + datum["power"] = dss.CktElement.Powers()[: 2 * NumPhase] data.append(datum) PV_flag = dss.PVsystems.Next() @@ -172,35 +145,27 @@ def get_Generator(dss): gen_flag = dss.Generators.First() dss.Circuit.SetActiveClass("Generator") while gen_flag: - # gen = dss.Generators.Name() - # print(gen) - datum = {} - # GENname = dss.CktElement.Name() GENname = dss.Generators.Name() NumPhase = dss.CktElement.NumPhases() bus = dss.CktElement.BusNames()[0] - GENkVar = dss.Generators.kvar() GENkW = dss.Generators.kW() GENpf = dss.Generators.PF() GENkV = dss.Generators.kV() - datum["name"] = GENname - # datum["bus"] = bus bus = bus.split(".") if len(bus) == 1: bus = bus + ["1", "2", "3"] - # else: - # bus = [bus[1]] - datum["bus"] = bus - datum["phases"] = bus[1:] - datum["name_bus"] = datum["name"] + "." + bus[0] ## TOOO multiple phases - datum["kW"] = GENkW - datum["kVar"] = dss.Generators.kvar() - datum["pf"] = GENpf - datum["kV"] = GENkV - # datum["kVA"] = GENkVA - datum["numPhase"] = NumPhase - datum["numPhases"] = NumPhase - # datum["power"] = dss.CktElement.Powers()[0:2*NumPhase] + datum = { + "name": GENname, + "bus": bus, + "phases": bus[1:], + "name_bus": GENname + "." + bus[0], + "kW": GENkW, + "kVar": dss.Generators.kvar(), + "pf": GENpf, + "kV": GENkV, + "numPhase": NumPhase, + "numPhases": NumPhase, + } data.append(datum) gen_flag = dss.Generators.Next() return data @@ -224,7 +189,7 @@ def get_capacitors(dss): datum["busphase"] = ["1", "2", "3"] datum["kVar"] = kvar datum["numPhases"] = NumPhase - datum["power"] = dss.CktElement.Powers()[0 : 2 * NumPhase] + datum["power"] = dss.CktElement.Powers()[: 2 * NumPhase] data.append(datum) cap_flag = dss.Capacitors.Next() return data diff --git a/LocalFeeder/mypy.ini b/LocalFeeder/mypy.ini new file mode 100644 index 0000000..e743215 --- /dev/null +++ b/LocalFeeder/mypy.ini @@ -0,0 +1,19 @@ +[mypy] +plugins = pydantic.mypy + +ignore_missing_imports = True +follow_imports = skip +warn_redundant_casts = True +warn_unused_ignores = True +disallow_any_generics = True +#check_untyped_defs = True # hard with opendss +no_implicit_reexport = True + +# for strict mypy: (this is the tricky one :-)) +#disallow_untyped_defs = True + +[pydantic-mypy] +init_forbid_extra = True +init_typed = True +warn_required_dynamic_aliases = True +warn_untyped_fields = True diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 7f61bda..dabef79 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -1,36 +1,33 @@ +import json import logging +from dataclasses import dataclass +from datetime import datetime, timedelta +from typing import Any, List + import helics as h -import opendssdirect as dss -import pandas as pd -import json -from FeederSimulator import FeederSimulator, FeederConfig, CommandList -from pydantic import BaseModel import numpy as np -from datetime import datetime, timedelta -from typing import List, Any +import xarray as xr from gadal.gadal_types.data_types import ( + AdmittanceMatrix, + AdmittanceSparse, + Injection, MeasurementArray, + PowersImaginary, + PowersReal, Topology, - VoltagesReal, + VoltagesAngle, VoltagesImaginary, - PowersReal, - PowersImaginary, - AdmittanceMatrix, VoltagesMagnitude, - VoltagesAngle, - Injection, - AdmittanceSparse, + VoltagesReal, ) -from dataclasses import dataclass -import xarray as xr -import pandas as pd +from pydantic import BaseModel + +from FeederSimulator import CommandList, FeederConfig, FeederSimulator logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) logger.setLevel(logging.DEBUG) -test_se = False - def numpy_to_y_matrix(array): return [[(element.real, element.imag) for element in row] for row in array] @@ -77,7 +74,7 @@ def xarray_to_powers(data, **kwargs): return powersreal, powersimag -def concat_powers(*ps: List[MeasurementArray]): +def concat_powers(*ps: MeasurementArray): equipment_type = None if all((p.equipment_type is not None for p in ps)): equipment_type = [e for p in ps for e in p.equipment_type] @@ -272,7 +269,8 @@ def go_cosim(sim, config: FeederConfig, input_mapping): sim.change_obj(change_obj_cmds) logger.info( - f"Solve at hour {floored_timestamp.hour} second {60*floored_timestamp.minute + floored_timestamp.second}" + f"Solve at hour {floored_timestamp.hour} second" + f"{60*floored_timestamp.minute + floored_timestamp.second}" ) sim.solve( floored_timestamp.hour, @@ -297,7 +295,8 @@ def go_cosim(sim, config: FeederConfig, input_mapping): ) logger.debug( - f"Publish load {current_data.feeder_voltages.bus.data[0]} {current_data.feeder_voltages.data[0]}" + f"Publish load {current_data.feeder_voltages.bus.data[0]} " + f"{current_data.feeder_voltages.data[0]}" ) voltage_magnitudes = np.abs(current_data.feeder_voltages) pub_voltages_magnitude.publish( diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 6f5781b..28235b2 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -1,15 +1,17 @@ -import sys, os - -sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) +import logging +import os +import sys -import sender_cosim -import FeederSimulator import numpy as np -import pytest -import logging import pandas as pd -import xarray as xr import plotille +import pytest +import xarray as xr + +sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) + +import FeederSimulator +import sender_cosim @pytest.fixture() diff --git a/README.md b/README.md index 40a38b9..df75307 100644 --- a/README.md +++ b/README.md @@ -36,7 +36,7 @@ You can use the `gadal` CLI tools to help debug specific components or timing. - `gadal run-with-pause` - `gadal debug-component --foreground feeder` -# Components +# Components All the required components are defined in folders within this repo. Each component pulls types from `gadal.data_types`. From 971dac7b893abb13a44cb6d17e8736ce97e34df9 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Mon, 3 Apr 2023 15:54:26 -0600 Subject: [PATCH 23/47] Add docstrings --- .pre-commit-config.yaml | 4 ++ LocalFeeder/FeederSimulator.py | 112 ++++++++++++++++--------------- LocalFeeder/dss_functions.py | 101 +++------------------------- LocalFeeder/sender_cosim.py | 56 +++++++++++----- LocalFeeder/tests/test_feeder.py | 15 ++++- 5 files changed, 124 insertions(+), 164 deletions(-) diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 226db14..d06cec1 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -25,3 +25,7 @@ repos: hooks: - id: mypy additional_dependencies: [pydantic] # add if use pydantic +- repo: https://github.com/pycqa/pydocstyle + rev: 6.3.0 + hooks: + - id: pydocstyle diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index a5cd393..14db6e3 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -1,4 +1,4 @@ -# -*- coding: utf-8 -*- +"""Core class to abstract OpenDSS into Feeder class.""" from typing import Any, List, Dict import opendssdirect as dss import numpy as np @@ -20,8 +20,8 @@ from dss_functions import ( get_loads, - get_pvSystems, - get_Generator, + get_pvsystems, + get_generators, get_capacitors, get_voltages, ) @@ -33,8 +33,7 @@ def permutation(from_list, to_list): - """ - Create permutation representing change in from_list to to_list + """Create permutation representing change in from_list to to_list. Specifically, if `permute = permutation(from_list, to_list)`, then `permute[i] = j` means that `from_list[i] = to_list[j]`. @@ -44,16 +43,13 @@ def permutation(from_list, to_list): You may view the permutation as a function from `from_list` to `to_list`. """ - # return [to_list.find(v) for v in enumerate(from_list)] index_map = {v: i for i, v in enumerate(to_list)} return [index_map[v] for v in from_list] -def check_node_order(l1, l2): - logger.debug("check order " + str(l1 == l2)) - - class FeederConfig(BaseModel): + """JSON configuration. Special cases S3 sources right now.""" + name: str use_smartds: bool = False profile_location: str @@ -68,16 +64,27 @@ class FeederConfig(BaseModel): class Command(BaseModel): + """JSON Configuration for external object commands. + + obj_name -- name of the object. + obj_prop -- name of the property. + obj_val -- val of the property. + """ + obj_name: str obj_property: str val: Any class CommandList(BaseModel): + """List[Command] with JSON parsing.""" + __root__: List[Command] class OpenDSSState(Enum): + """Enum of all OpenDSSStates traversed in a simulation.""" + UNLOADED = 1 LOADED = 2 SNAPSHOT_RUN = 3 @@ -87,29 +94,23 @@ class OpenDSSState(Enum): class FeederSimulator(object): - """ A simple class that handles publishing the solar forecast - """ + """A simple class that handles publishing the solar forecast.""" - def __init__(self, config: FeederConfig): - """ Create a ``FeederSimulator`` object + # Private variables initialized later + _feeder_file: str + _AllNodeNames: List[str] + _source_indexes: List[int] + _nodes_index: List[int] + _name_index_dict: Dict[str, int] - """ + def __init__(self, config: FeederConfig): + """Create a ``FeederSimulator`` object.""" self._state = OpenDSSState.UNLOADED - self._feeder_file = None - self._simulation_time_step = None self._opendss_location = config.opendss_location self._profile_location = config.profile_location self._sensor_location = config.sensor_location self._use_smartds = config.use_smartds - self._circuit = None - self._AllNodeNames = None - self._source_indexes = None - # self._capacitors=[] - self._capNames: List[str] = [] - self._regNames: List[str] = [] - - # timegm(strptime('2019-07-23 14:50:00 GMT', '%Y-%m-%d %H:%M:%S %Z')) self._start_time = int( time.mktime(strptime(config.start_date, "%Y-%m-%d %H:%M:%S")) ) @@ -118,9 +119,6 @@ def __init__(self, config: FeederConfig): self._number_of_timesteps = config.number_of_timesteps self._vmult = 0.001 - self._nodes_index: List[int] = [] - self._name_index_dict: Dict[str, int] = {} - self._simulation_time_step = "15m" if self._use_smartds: self._feeder_file = os.path.join("opendss", "Master.dss") @@ -138,6 +136,10 @@ def __init__(self, config: FeederConfig): assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" def snapshot_run(self): + """Run snapshot of simuation without specifying a time. + + Used for initialization. + """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" dss.run_command("Batchedit Load..* enabled=yes") dss.run_command("Batchedit Vsource..* enabled=yes") @@ -151,6 +153,7 @@ def snapshot_run(self): self._state = OpenDSSState.SNAPSHOT_RUN def download_data(self, bucket_name, update_loadshape_location=False): + """Download data from bucket path.""" logging.info(f"Downloading from bucket {bucket_name}") # Equivalent to --no-sign-request s3_resource = boto3.resource("s3", config=Config(signature_version=UNSIGNED)) @@ -205,11 +208,11 @@ def create_measurement_lists( self, percent_voltage=75, percent_real=75, - percent_reactive=75, voltage_seed=1, real_seed=2, reactive_seed=3, ): + """Initialize list of sensor locations for the measurement federate.""" random.seed(voltage_seed) os.makedirs("sensors", exist_ok=True) voltage_subset = random.sample( @@ -236,15 +239,19 @@ def create_measurement_lists( json.dump(reactive_subset, fp, indent=4) def get_circuit_name(self): + """Get name of current opendss circuit.""" return self._circuit.Name() def get_source_indices(self): + """Get indcies of slack buses.""" return self._source_indexes def get_node_names(self): + """Get node names in order.""" return self._AllNodeNames def load_feeder(self): + """Load feeder once downloaded. Relies on legacy mode.""" dss.Basic.LegacyModels(True) dss.run_command("clear") result = dss.run_command("redirect " + self._feeder_file) @@ -271,6 +278,7 @@ def load_feeder(self): self._state = OpenDSSState.LOADED def disabled_run(self): + """Disable most elements and solve. Used for most Y-matrix needs.""" assert self._state != OpenDSSState.UNLOADED, f"{self._state}" dss.run_command("batchedit transformer..* wdg=2 tap=1") dss.run_command("batchedit regcontrol..* enabled=false") @@ -285,12 +293,10 @@ def disabled_run(self): dss.run_command("set maxiterations=20") # solve dss.run_command("solve") - # dss.run_command("export y triplet base_ysparse.csv") - # dss.run_command("export ynodelist base_nodelist.csv") - # dss.run_command("export summary base_summary.csv") self._state = OpenDSSState.DISABLED_RUN def get_y_matrix(self): + """Calculate Y-matrix as a coo-matrix. Disables some elements.""" self.disabled_run() self._state = OpenDSSState.DISABLED_RUN @@ -298,13 +304,13 @@ def get_y_matrix(self): Ymatrix = Ysparse.tocoo() new_order = self._circuit.YNodeOrder() permute = np.array(permutation(new_order, self._AllNodeNames)) - # inv_permute = np.array(permutation(self._AllNodeNames, new_order)) return coo_matrix( (Ymatrix.data, (permute[Ymatrix.row], permute[Ymatrix.col])), shape=Ymatrix.shape, ) def setup_vbase(self): + """Load base voltages into feeder.""" self._Vbase_allnode = np.zeros((self._node_number), dtype=np.complex_) self._Vbase_allnode_dict = {} for ii, node in enumerate(self._AllNodeNames): @@ -313,12 +319,14 @@ def setup_vbase(self): self._Vbase_allnode_dict[node] = self._Vbase_allnode[ii] def _ready_to_load_power(self, static): + """Check if opendss state can actually calculate power.""" if static: assert self._state != OpenDSSState.UNLOADED, f"{self._state}" else: assert self._state == OpenDSSState.SOLVE_AT_TIME, f"{self._state}" def get_PQs_load(self, static=False): + """Get active and reactive power of loads as xarray.""" self._ready_to_load_power(static) num_nodes = len(self._name_index_dict.keys()) @@ -341,13 +349,14 @@ def get_PQs_load(self, static=False): return xr.DataArray(PQ_load, {"bus": PQ_names}) def get_PQs_pv(self, static=False): + """Get active and reactive power of PVSystems as xarray.""" self._ready_to_load_power(static) num_nodes = len(self._name_index_dict.keys()) PQ_names = self._AllNodeNames PQ_PV = np.zeros((num_nodes), dtype=np.complex_) - for PV in get_pvSystems(dss): + for PV in get_pvsystems(dss): bus = PV["bus"].split(".") if len(bus) == 1: bus = bus + ["1", "2", "3"] @@ -367,13 +376,14 @@ def get_PQs_pv(self, static=False): return xr.DataArray(PQ_PV, {"bus": PQ_names}) def get_PQs_gen(self, static=False): + """Get active and reactive power of Generators as xarray.""" self._ready_to_load_power(static) num_nodes = len(self._name_index_dict.keys()) PQ_names = self._AllNodeNames PQ_gen = np.zeros((num_nodes), dtype=np.complex_) - for PV in get_Generator(dss): + for PV in get_generators(dss): bus = PV["bus"] self._circuit.SetActiveElement("Generator." + PV["name"]) for ii in range(len(bus) - 1): @@ -391,6 +401,7 @@ def get_PQs_gen(self, static=False): return xr.DataArray(PQ_gen, {"bus": PQ_names}) def get_PQs_cap(self, static=False): + """Get active and reactive power of Capacitors as xarray.""" self._ready_to_load_power(static) num_nodes = len(self._name_index_dict.keys()) @@ -413,21 +424,21 @@ def get_PQs_cap(self, static=False): return xr.DataArray(PQ_cap, {"bus": PQ_names}) def get_base_voltages(self): + """Get base voltages xarray. Can be uesd anytime.""" return xr.DataArray(self._Vbase_allnode, {"bus": self._AllNodeNames}) def get_disabled_solve_voltages(self): + """Get voltage xarray when elements are disabled.""" assert self._state == OpenDSSState.DISABLED_SOLVE, f"{self._state}" return self._get_voltages() def get_voltages_snapshot(self): + """Get voltage xarray in snapshot run.""" assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" return self._get_voltages() def get_voltages_actual(self): - """ - - :return voltages in actual values: - """ + """Get voltages xarray at current time.""" assert self._state == OpenDSSState.SOLVE_AT_TIME, f"{self._state}" return self._get_voltages() @@ -450,22 +461,14 @@ def _get_voltages(self): def change_obj(self, change_commands: CommandList): """set/get an object property. - Input: objData should be a list of lists of the format, - - objName,objProp,objVal,flg],...] - objName -- name of the object. - objProp -- name of the property. - objVal -- val of the property. If flg is set as 'get', then objVal is not used. - flg -- Can be 'set' or 'get' - - P.S. In the case of 'get' use a value of 'None' for objVal. The same - object i.e. objData that was passed in as input will have the result - i.e. objVal will be updated from 'None' to the actual value. Sample - call: + Parameters + ---------- + change_commands: CommandList (List[Command]) - ``self._changeObj([['PVsystem.pv1','kVAr',25,'set']])`` - ``self._changeObj([['PVsystem.pv1','kVAr','None','get']])`` + Examples + -------- + ``change_obj(CommandList([Command('PVsystem.pv1','kVAr',25)]))`` """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" for entry in change_commands.__root__: @@ -475,6 +478,7 @@ def change_obj(self, change_commands: CommandList): dss.CktElement.Properties(entry.obj_property).Val = entry.val def initial_disabled_solve(self): + """If run is disabled, then we can still solve at 0.0.""" assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" hour = 0 second = 0 @@ -486,7 +490,7 @@ def initial_disabled_solve(self): self._state = OpenDSSState.DISABLED_SOLVE def solve(self, hour, second): - # This only works if you are not unloaded and not disabled + """Solve at specified time. Must not be unloaded or disabled.""" assert ( self._state != OpenDSSState.UNLOADED and self._state != OpenDSSState.DISABLED_RUN diff --git a/LocalFeeder/dss_functions.py b/LocalFeeder/dss_functions.py index faba96b..3b04219 100644 --- a/LocalFeeder/dss_functions.py +++ b/LocalFeeder/dss_functions.py @@ -1,74 +1,9 @@ -import logging +"""OpenDSS functions. Mutates global state, originally from GO-Solar project.""" import math -import numpy as np - -logger = logging.getLogger(__name__) -logger.addHandler(logging.StreamHandler()) -logger.setLevel(logging.DEBUG) - - -def get_vnom2(dss): - circuit = dss.Circuit - AllNodeNames = circuit.AllNodeNames() - # This or DSSCircuit.AllBusVmagPu - Vnom = circuit.AllBusMagPu() # circuit.AllBusVmagPu() - - vmags = circuit.AllBusVMag() - Vnom2 = circuit.AllBusVolts() - test_Vnom2 = np.array( - [complex(Vnom2[i], Vnom2[i + 1]) for i in range(0, len(Vnom2), 2)] - ) - test_Vnom2_dict = { - AllNodeNames[ii].upper(): test_Vnom2[ii] for ii in range(len(test_Vnom2)) - } - - test_vmag_volts_result = np.allclose(vmags, np.abs(test_Vnom2)) - logger.debug("test_vmag_volts_result", test_vmag_volts_result) - - AllNodeNamesY = circuit.YNodeOrder() - yv = circuit.YNodeVArray() - test_yv = np.array([complex(yv[i], yv[i + 1]) for i in range(0, len(yv), 2)]) - test_yv_dict = {AllNodeNamesY[ii]: test_yv[ii] for ii in range(len(test_yv))} - test_yv_result = np.allclose(vmags, np.abs(test_yv)) - logger.debug("test_yv_result", test_yv_result) - - logger.debug("Test dictionary") - for i in test_yv_dict.keys(): - if abs(abs(test_Vnom2_dict[i]) - abs(test_yv_dict[i])) > 0.0001: - logger.debug(i, abs(test_Vnom2_dict[i]), abs(test_yv_dict[i])) - # for t1, t2 in zip(np.abs(test_Vnom2), np.abs(test_yv)): - # np.testing.assert_array_almost_equal(np.abs(test_Vnom2), np.abs(test_yv),decimal=5) - - V = np.ones(len(Vnom) // 2, dtype=np.complex_) - for i in range(len(V)): - V[i] = complex(Vnom[2 * i], Vnom[2 * i + 1]) - vnom_dict = {AllNodeNames[ii].upper(): V[ii] for ii in range(len(V))} - return V, vnom_dict - - -def get_vnom(dss): - dss.run_command("BatchEdit Load..* enabled=no") - dss.run_command("BatchEdit Generator..* enabled=no") - dss.run_command("solve mode=snap") - - circuit = dss.Circuit - AllNodeNames = circuit.AllNodeNames() - Vnom = circuit.AllBusVolts() - bases = dss.Settings.VoltageBases() - base = bases[-1] / math.sqrt(3) - V = np.ones(len(Vnom) // 2, dtype=np.complex_) - for i in range(len(V)): - V[i] = complex(Vnom[2 * i], Vnom[2 * i + 1]) / (base * 1000) - - vnom_dict = {AllNodeNames[ii].upper(): V[ii] for ii in range(len(V))} - dss.run_command("BatchEdit Load..* enabled=yes") - dss.run_command("BatchEdit Generator..* enabled=yes") - dss.run_command("solve mode=snap") - return V, vnom_dict - def get_loads(dss, circuit): + """Get list of load dicts from OpenDSS circuit.""" data = [] load_flag = dss.Loads.First() dss.Circuit.SetActiveClass("Load") @@ -105,7 +40,8 @@ def get_loads(dss, circuit): return data -def get_pvSystems(dss): +def get_pvsystems(dss): + """Get list of PVSystem dicts from OpenDSS circuit.""" data = [] PV_flag = dss.PVsystems.First() while PV_flag: @@ -140,7 +76,8 @@ def get_pvSystems(dss): return data -def get_Generator(dss): +def get_generators(dss): + """Get list of Generator dicts from OpenDSS circuit.""" data = [] gen_flag = dss.Generators.First() dss.Circuit.SetActiveClass("Generator") @@ -172,6 +109,7 @@ def get_Generator(dss): def get_capacitors(dss): + """Get list of Capacitor dicts from OpenDSS circuit.""" data = [] cap_flag = dss.Capacitors.First() dss.Circuit.SetActiveClass("Capacitor") @@ -196,6 +134,7 @@ def get_capacitors(dss): def get_voltages(circuit): + """Get dict of names to voltages from OpenDSS circuit.""" temp_Vbus = circuit.YNodeVArray() AllNodeNames = circuit.YNodeOrder() node_number = len(AllNodeNames) @@ -203,26 +142,4 @@ def get_voltages(circuit): AllNodeNames[ii]: complex(temp_Vbus[ii * 2], temp_Vbus[ii * 2 + 1]) for ii in range(node_number) } - feeder_voltages = np.array( - [complex(temp_Vbus[ii * 2], temp_Vbus[ii * 2 + 1]) for ii in range(node_number)] - ) - # voltage_pu = list(map(lambda x: abs(x[0]) / x[1], zip(feeder_voltages, BASEKV))) - # print(feeder_voltages) - # print(BASEKV) - return feeder_voltages, name_voltage_dict - - -def get_load_sizes(dss, loads): - load_size_dict = {} - for load in loads: - bus_phases = load["bus1"] + "." + ".".join(load["phases"]) - load_size_dict[load["name"]] = { - "numPhases": load["numPhases"], - "bus": load["bus1"], - "bus_phases": bus_phases, - "phases": load["phases"], - "kVar": load["kVar"], - "kV": load["kV"], - "kW": load["kW"], - } - return load_size_dict + return name_voltage_dict diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index dabef79..4474991 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -1,8 +1,10 @@ +"""HELICS wrapper for OpenDSS feeder simulation.""" import json import logging from dataclasses import dataclass from datetime import datetime, timedelta -from typing import Any, List +from typing import Any, Dict, List +import numpy.typing as npt import helics as h import numpy as np @@ -20,7 +22,7 @@ VoltagesMagnitude, VoltagesReal, ) -from pydantic import BaseModel +from scipy.sparse import coo_matrix from FeederSimulator import CommandList, FeederConfig, FeederSimulator @@ -29,11 +31,13 @@ logger.setLevel(logging.DEBUG) -def numpy_to_y_matrix(array): +def numpy_to_y_matrix(array: npt.NDArray[np.complex64]): + """Convert 2d numpy array to list of lists.""" return [[(element.real, element.imag) for element in row] for row in array] -def sparse_to_admittance_sparse(array, unique_ids): +def sparse_to_admittance_sparse(array: coo_matrix, unique_ids: List[str]): + """Convert coo sparse array to AdmittanceSparse type.""" return AdmittanceSparse( from_equipment=[unique_ids[i] for i in array.row], to_equipment=[unique_ids[i] for i in array.col], @@ -42,6 +46,7 @@ def sparse_to_admittance_sparse(array, unique_ids): def get_true_phases(angle): + """Round complex angles to predefined set of phases.""" if np.abs(angle - 0) < 0.2: return 0 elif np.abs(angle - np.pi / 3) < 0.2: @@ -61,6 +66,7 @@ def get_true_phases(angle): def xarray_to_dict(data): + """Convert xarray to dict with values and ids for JSON serialization.""" ids = list(data.bus.data) return { "values": list(data.data.real), @@ -69,12 +75,14 @@ def xarray_to_dict(data): def xarray_to_powers(data, **kwargs): + """Conveniently turn xarray into PowersReal and PowersImaginary.""" powersreal = PowersReal(**xarray_to_dict(data.real), **kwargs) powersimag = PowersImaginary(**xarray_to_dict(data.imag), **kwargs) return powersreal, powersimag -def concat_powers(*ps: MeasurementArray): +def concat_measurement_arrays(*ps: MeasurementArray): + """Concatenate list of measurements into one.""" equipment_type = None if all((p.equipment_type is not None for p in ps)): equipment_type = [e for p in ps for e in p.equipment_type] @@ -103,6 +111,7 @@ def concat_powers(*ps: MeasurementArray): def get_powers(PQ_load, PQ_PV, PQ_gen, PQ_cap): + """Turn xararys into PowersReal and PowersImaginary.""" n_nodes = len(PQ_load) PQ_load_real, PQ_load_imag = xarray_to_powers( PQ_load, equipment_type=["Load"] * n_nodes @@ -117,18 +126,25 @@ def get_powers(PQ_load, PQ_PV, PQ_gen, PQ_cap): PQ_cap, equipment_type=["Capacitor"] * n_nodes ) - power_real = concat_powers(PQ_load_real, PQ_PV_real, PQ_gen_real, PQ_cap_real) - power_imag = concat_powers(PQ_load_imag, PQ_PV_imag, PQ_gen_imag, PQ_cap_imag) + power_real = concat_measurement_arrays( + PQ_load_real, PQ_PV_real, PQ_gen_real, PQ_cap_real + ) + power_imag = concat_measurement_arrays( + PQ_load_imag, PQ_PV_imag, PQ_gen_imag, PQ_cap_imag + ) return power_real, power_imag @dataclass class InitialData: + """Initial data from start of simulation.""" + Y: Any topology: Topology -def get_initial_data(sim, config): +def get_initial_data(sim: FeederSimulator, config: FeederConfig): + """Get and calculate InitialData from simulation.""" Y = sim.get_y_matrix() unique_ids = sim._AllNodeNames @@ -158,8 +174,10 @@ def get_initial_data(sim, config): power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) injections = Injection(power_real=power_real, power_imaginary=power_imaginary) - feeder_voltages = sim.get_voltages_snapshot() - phases = list(map(get_true_phases, np.angle(feeder_voltages.data))) + sim.solve(0, 0) + feeder_voltages = sim.get_voltages_actual() + feeder_angles: npt.NDArray[np.float64] = np.angle(feeder_voltages.data) + phases = list(map(get_true_phases, feeder_angles)) base_voltageangle = VoltagesAngle(values=phases, ids=list(feeder_voltages.bus.data)) topology = Topology( @@ -174,12 +192,15 @@ def get_initial_data(sim, config): @dataclass class CurrentData: + """Current data at time t. ``arr.bus`` gives bus ids.""" + feeder_voltages: xr.core.dataarray.DataArray PQ_injections_all: xr.core.dataarray.DataArray calculated_power: xr.core.dataarray.DataArray -def get_current_data(sim, Y): +def get_current_data(sim: FeederSimulator, Y): + """Construct current data from simulation after having solved.""" feeder_voltages = sim.get_voltages_actual() PQ_load = sim.get_PQs_load(static=False) PQ_PV = sim.get_PQs_pv(static=False) @@ -200,12 +221,18 @@ def get_current_data(sim, Y): def where_power_unbalanced(PQ_injections_all, calculated_power, tol=1): + """Find errors where PQ_injectinos does not match calculated power.""" errors = PQ_injections_all + calculated_power (indices,) = np.where(np.abs(errors) > tol) return errors.bus[indices] -def go_cosim(sim, config: FeederConfig, input_mapping): +def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str, str]): + """Run HELICS federate with FeederSimulation. + + TODO: Maybe this should be a class or a coroutine or something cleaner. + There are many options. + """ deltat = 0.01 fedinitstring = "--federates=1" @@ -336,11 +363,8 @@ def go_cosim(sim, config: FeederConfig, input_mapping): h.helicsCloseLibrary() -class FeederCosimConfig(BaseModel): - feeder_config: FeederConfig - - def run(): + """Load static_inputs and input_mapping and run JSON.""" with open("static_inputs.json") as f: parameters = json.load(f) with open("input_mapping.json") as f: diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 28235b2..10081e1 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -231,7 +231,7 @@ def initial_data(sim, federate_config): def plot_complex_array(data, label="Voltages"): - # Plot magnitudes + print("Index vs Complex Magnitude") fig = plotille.Figure() fig.width = 60 fig.height = 30 @@ -241,7 +241,7 @@ def plot_complex_array(data, label="Voltages"): fig.plot(range(len(data)), np.abs(data), lc=100, label=label) print("\n" + fig.show(legend=True)) - # Plot angles better + print("Index vs Complex Angle (radial plot)") r = np.array(range(len(data))) + 100 fig = plotille.Figure() fig.width = 60 @@ -252,6 +252,17 @@ def plot_complex_array(data, label="Voltages"): fig.scatter(*rtheta_to_xy(r, np.angle(data)), lc=50, label=label) print("\n" + fig.show(legend=True)) + print("Log magnitude with angle (radial plot)") + r = np.log(np.array(np.abs(data)) + 1.0) + fig = plotille.Figure() + fig.width = 60 + fig.height = 30 + fig.set_x_limits(min_=-10, max_=10) + fig.set_y_limits(min_=-10, max_=10) + fig.color_mode = "byte" + fig.scatter(*rtheta_to_xy(r, np.angle(data)), lc=50, label=label) + print("\n" + fig.show(legend=True)) + def simulation_middle(sim, Y): # this one may need to be properly ordered From d1c643fbb2bccbb615591966a2b1c5ed64d1fb2b Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Mon, 3 Apr 2023 15:57:51 -0600 Subject: [PATCH 24/47] Fix small bug and test --- LocalFeeder/FeederSimulator.py | 2 +- LocalFeeder/tests/test_feeder.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 14db6e3..08e710b 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -447,7 +447,7 @@ def _get_voltages(self): self._state != OpenDSSState.DISABLED_RUN and self._state != OpenDSSState.UNLOADED ), f"{self._state}" - _, name_voltage_dict = get_voltages(self._circuit) + name_voltage_dict = get_voltages(self._circuit) res_feeder_voltages = np.zeros((len(self._AllNodeNames)), dtype=np.complex_) for voltage_name in name_voltage_dict.keys(): res_feeder_voltages[ diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 10081e1..8550cef 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -177,7 +177,7 @@ def getting_and_concatentating_data(sim): gen_real, gen_imag = sender_cosim.xarray_to_powers( PQ_gen, equipment_type=["Generator"] * n_nodes ) - test_real = sender_cosim.concat_powers(pv_real, gen_real) + test_real = sender_cosim.concat_measurement_arrays(pv_real, gen_real) assert test_real.values[5] == PQ_PV.data[5].real assert test_real.ids[5] == PQ_PV.bus.data[5] PQ_injections_all = PQ_load + PQ_PV + PQ_gen + PQ_cap From af85d80120cc0ce5f28286ab548078441dff1005 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 5 Apr 2023 17:05:04 -0600 Subject: [PATCH 25/47] Fix tests and switch to using equipment ids --- LocalFeeder/FeederSimulator.py | 261 +++++++++++++++++++------------ LocalFeeder/sender_cosim.py | 81 ++++++---- LocalFeeder/tests/test_feeder.py | 137 +++++++++++++++- 3 files changed, 339 insertions(+), 140 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 08e710b..c7e7653 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -1,31 +1,25 @@ """Core class to abstract OpenDSS into Feeder class.""" -from typing import Any, List, Dict -import opendssdirect as dss -import numpy as np -import time -from time import strptime -from scipy.sparse import coo_matrix +import json +import logging +import math import os import random -import math -import logging -import json +import time +from enum import Enum +from time import strptime +from typing import Any, Dict, List + import boto3 +import numpy as np +import opendssdirect as dss +import xarray as xr from botocore import UNSIGNED from botocore.config import Config - from pydantic import BaseModel -from scipy.sparse import csc_matrix -from enum import Enum +from scipy.sparse import coo_matrix, csc_matrix -from dss_functions import ( - get_loads, - get_pvsystems, - get_generators, - get_capacitors, - get_voltages, -) -import xarray as xr +from dss_functions import (get_capacitors, get_generators, get_loads, + get_pvsystems, get_voltages) logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -141,15 +135,15 @@ def snapshot_run(self): Used for initialization. """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" - dss.run_command("Batchedit Load..* enabled=yes") - dss.run_command("Batchedit Vsource..* enabled=yes") - dss.run_command("Batchedit Isource..* enabled=yes") - dss.run_command("Batchedit Generator..* enabled=yes") - dss.run_command("Batchedit PVsystem..* enabled=yes") - dss.run_command("Batchedit Capacitor..* enabled=yes") - dss.run_command("Batchedit Storage..* enabled=no") - dss.run_command("CalcVoltageBases") - dss.run_command("solve mode=snapshot") + dss.Text.Command("Batchedit Load..* enabled=yes") + dss.Text.Command("Batchedit Vsource..* enabled=yes") + dss.Text.Command("Batchedit Isource..* enabled=yes") + dss.Text.Command("Batchedit Generator..* enabled=yes") + dss.Text.Command("Batchedit PVsystem..* enabled=yes") + dss.Text.Command("Batchedit Capacitor..* enabled=yes") + dss.Text.Command("Batchedit Storage..* enabled=no") + dss.Text.Command("CalcVoltageBases") + dss.Text.Command("solve mode=snapshot") self._state = OpenDSSState.SNAPSHOT_RUN def download_data(self, bucket_name, update_loadshape_location=False): @@ -253,8 +247,9 @@ def get_node_names(self): def load_feeder(self): """Load feeder once downloaded. Relies on legacy mode.""" dss.Basic.LegacyModels(True) - dss.run_command("clear") - result = dss.run_command("redirect " + self._feeder_file) + dss.Text.Command("clear") + dss.Text.Command("redirect " + self._feeder_file) + result = dss.Text.Result() if not result == "": raise ValueError("Feeder not loaded: " + result) self._circuit = dss.Circuit @@ -280,19 +275,19 @@ def load_feeder(self): def disabled_run(self): """Disable most elements and solve. Used for most Y-matrix needs.""" assert self._state != OpenDSSState.UNLOADED, f"{self._state}" - dss.run_command("batchedit transformer..* wdg=2 tap=1") - dss.run_command("batchedit regcontrol..* enabled=false") - dss.run_command("batchedit vsource..* enabled=false") - dss.run_command("batchedit isource..* enabled=false") - dss.run_command("batchedit load..* enabled=false") - dss.run_command("batchedit generator..* enabled=false") - dss.run_command("batchedit pvsystem..* enabled=false") - dss.run_command("Batchedit Capacitor..* enabled=false") - dss.run_command("batchedit storage..* enabled=false") - dss.run_command("CalcVoltageBases") - dss.run_command("set maxiterations=20") + dss.Text.Command("batchedit transformer..* wdg=2 tap=1") + dss.Text.Command("batchedit regcontrol..* enabled=false") + dss.Text.Command("batchedit vsource..* enabled=false") + dss.Text.Command("batchedit isource..* enabled=false") + dss.Text.Command("batchedit load..* enabled=false") + dss.Text.Command("batchedit generator..* enabled=false") + dss.Text.Command("batchedit pvsystem..* enabled=false") + dss.Text.Command("Batchedit Capacitor..* enabled=false") + dss.Text.Command("batchedit storage..* enabled=false") + dss.Text.Command("CalcVoltageBases") + dss.Text.Command("set maxiterations=20") # solve - dss.run_command("solve") + dss.Text.Command("solve") self._state = OpenDSSState.DISABLED_RUN def get_y_matrix(self): @@ -329,103 +324,152 @@ def get_PQs_load(self, static=False): """Get active and reactive power of loads as xarray.""" self._ready_to_load_power(static) - num_nodes = len(self._name_index_dict.keys()) - - PQ_names = self._AllNodeNames - PQ_load = np.zeros((num_nodes), dtype=np.complex_) + all_node_names = set(self._AllNodeNames) + PQs: List[complex] = [] + node_names: List[str] = [] + pq_names: List[str] = [] + # PQ_load = np.zeros((num_nodes), dtype=np.complex_) for ld in get_loads(dss, self._circuit): self._circuit.SetActiveElement("Load." + ld["name"]) + current_pq_name = dss.CktElement.Name() for ii in range(len(ld["phases"])): - name = ld["bus1"].upper() + "." + ld["phases"][ii] - index = self._name_index_dict[name] + node_name = ld["bus1"].upper() + "." + ld["phases"][ii] + assert ( + node_name in all_node_names + ), f"{node_name} for {current_pq_name} not found" if static: power = complex(ld["kW"], ld["kVar"]) - PQ_load[index] += power / len(ld["phases"]) + PQs.append(power / len(ld["phases"])) else: power = dss.CktElement.Powers() - PQ_load[index] += complex(power[2 * ii], power[2 * ii + 1]) - assert PQ_names[index] == name - - return xr.DataArray(PQ_load, {"bus": PQ_names}) + PQs.append(complex(power[2 * ii], power[2 * ii + 1])) + pq_names.append(current_pq_name) + node_names.append(node_name) + pq_xr = xr.DataArray( + PQs, + dims=("eqnode",), + coords={ + "equipment_ids": ("eqnode", pq_names), + "ids": ("eqnode", node_names), + }, + ) + return pq_xr.sortby(pq_xr.ids) def get_PQs_pv(self, static=False): """Get active and reactive power of PVSystems as xarray.""" self._ready_to_load_power(static) - num_nodes = len(self._name_index_dict.keys()) - - PQ_names = self._AllNodeNames - PQ_PV = np.zeros((num_nodes), dtype=np.complex_) + all_node_names = set(self._AllNodeNames) + PQs: List[complex] = [] + node_names: List[str] = [] + pq_names: List[str] = [] for PV in get_pvsystems(dss): bus = PV["bus"].split(".") if len(bus) == 1: bus = bus + ["1", "2", "3"] self._circuit.SetActiveElement("PVSystem." + PV["name"]) + current_pq_name = dss.CktElement.Name() for ii in range(len(bus) - 1): - name = bus[0].upper() + "." + bus[ii + 1] - index = self._name_index_dict[name] + node_name = bus[0].upper() + "." + bus[ii + 1] + assert ( + node_name in all_node_names + ), f"{node_name} for {current_pq_name} not found" if static: power = complex( -1 * PV["kW"], -1 * PV["kVar"] ) # -1 because injecting - PQ_PV[index] += power / (len(bus) - 1) + PQs.append(power / (len(bus) - 1)) else: power = dss.CktElement.Powers() - PQ_PV[index] += complex(power[2 * ii], power[2 * ii + 1]) - assert PQ_names[index] == name - return xr.DataArray(PQ_PV, {"bus": PQ_names}) + PQs.append(complex(power[2 * ii], power[2 * ii + 1])) + pq_names.append(current_pq_name) + node_names.append(node_name) + pq_xr = xr.DataArray( + PQs, + dims=("eqnode",), + coords={ + "equipment_ids": ("eqnode", pq_names), + "ids": ("eqnode", node_names), + }, + ) + return pq_xr.sortby(pq_xr.ids) def get_PQs_gen(self, static=False): """Get active and reactive power of Generators as xarray.""" self._ready_to_load_power(static) - num_nodes = len(self._name_index_dict.keys()) - - PQ_names = self._AllNodeNames - PQ_gen = np.zeros((num_nodes), dtype=np.complex_) - for PV in get_generators(dss): - bus = PV["bus"] - self._circuit.SetActiveElement("Generator." + PV["name"]) + all_node_names = set(self._AllNodeNames) + PQs: List[complex] = [] + node_names: List[str] = [] + pq_names: List[str] = [] + for gen in get_generators(dss): + bus = gen["bus"].split(".") + if len(bus) == 1: + bus = bus + ["1", "2", "3"] + self._circuit.SetActiveElement("Generator." + gen["name"]) + current_pq_name = dss.CktElement.Name() for ii in range(len(bus) - 1): - name = bus[0].upper() + "." + bus[ii + 1] - index = self._name_index_dict[name] + node_name = bus[0].upper() + "." + bus[ii + 1] + assert ( + node_name in all_node_names + ), f"{node_name} for {current_pq_name} not found" if static: power = complex( - -1 * PV["kW"], -1 * PV["kVar"] + -1 * gen["kW"], -1 * gen["kVar"] ) # -1 because injecting - PQ_gen[index] += power / (len(bus) - 1) + PQs.append(power / (len(bus) - 1)) else: power = dss.CktElement.Powers() - PQ_gen[index] += complex(power[2 * ii], power[2 * ii + 1]) - assert PQ_names[index] == name - return xr.DataArray(PQ_gen, {"bus": PQ_names}) + PQs.append(complex(power[2 * ii], power[2 * ii + 1])) + pq_names.append(current_pq_name) + node_names.append(node_name) + pq_xr = xr.DataArray( + PQs, + dims=("eqnode",), + coords={ + "equipment_ids": ("eqnode", pq_names), + "ids": ("eqnode", node_names), + }, + ) + return pq_xr.sortby(pq_xr.ids) def get_PQs_cap(self, static=False): """Get active and reactive power of Capacitors as xarray.""" self._ready_to_load_power(static) - num_nodes = len(self._name_index_dict.keys()) - - PQ_names = self._AllNodeNames - PQ_cap = np.zeros((num_nodes), dtype=np.complex_) + all_node_names = set(self._AllNodeNames) + PQs: List[complex] = [] + node_names: List[str] = [] + pq_names: List[str] = [] for cap in get_capacitors(dss): + current_pq_name = cap["name"] for ii in range(cap["numPhases"]): - name = cap["busname"].upper() + "." + cap["busphase"][ii] - index = self._name_index_dict[name] + node_name = cap["busname"].upper() + "." + cap["busphase"][ii] + assert ( + node_name in all_node_names + ), f"{node_name} for {current_pq_name} not found" if static: power = complex( 0, -1 * cap["kVar"] ) # -1 because it's injected into the grid - PQ_cap[index] += power / cap["numPhases"] + PQs.append(power / cap["numPhases"]) else: - PQ_cap[index] = complex(0, cap["power"][2 * ii + 1]) - assert PQ_names[index] == name - - return xr.DataArray(PQ_cap, {"bus": PQ_names}) + PQs.append(complex(0, cap["power"][2 * ii + 1])) + pq_names.append(current_pq_name) + node_names.append(node_name) + pq_xr = xr.DataArray( + PQs, + dims=("eqnode",), + coords={ + "equipment_ids": ("eqnode", pq_names), + "ids": ("eqnode", node_names), + }, + ) + return pq_xr.sortby(pq_xr.ids) def get_base_voltages(self): """Get base voltages xarray. Can be uesd anytime.""" - return xr.DataArray(self._Vbase_allnode, {"bus": self._AllNodeNames}) + return xr.DataArray(self._Vbase_allnode, {"ids": self._AllNodeNames}) def get_disabled_solve_voltages(self): """Get voltage xarray when elements are disabled.""" @@ -455,7 +499,7 @@ def _get_voltages(self): ] = name_voltage_dict[voltage_name] return xr.DataArray( - res_feeder_voltages, {"bus": list(name_voltage_dict.keys())} + res_feeder_voltages, {"ids": list(name_voltage_dict.keys())} ) def change_obj(self, change_commands: CommandList): @@ -468,27 +512,42 @@ def change_obj(self, change_commands: CommandList): Examples -------- - ``change_obj(CommandList([Command('PVsystem.pv1','kVAr',25)]))`` + ``change_obj(CommandList(__root__ = [Command('PVsystem.pv1','kVAr',25)]))`` """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" for entry in change_commands.__root__: dss.Circuit.SetActiveElement( entry.obj_name ) # make the required element as active element - dss.CktElement.Properties(entry.obj_property).Val = entry.val + # dss.CktElement.Properties(entry.obj_property).Val = entry.val + # dss.Properties.Value(entry.obj_property, str(entry.val)) + properties = dss.CktElement.AllPropertyNames() + element_name = dss.CktElement.Name() + assert entry.obj_property.lower() in map( + lambda x: x.lower(), properties + ), f"{entry.obj_property} not in {properties} for {element_name}" + dss.Text.Command(f"{entry.obj_name}.{entry.obj_property}={entry.val}") def initial_disabled_solve(self): """If run is disabled, then we can still solve at 0.0.""" assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" hour = 0 second = 0 - dss.run_command( - f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second}" - f"stepsize={self._simulation_time_step}" + dss.Text.Command( + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} " + f"stepsize=0" ) - dss.run_command("solve") + dss.Text.Command("solve") self._state = OpenDSSState.DISABLED_SOLVE + def just_solve(self): + """Solve without setting time or anything. Useful for commands.""" + assert ( + self._state != OpenDSSState.UNLOADED + and self._state != OpenDSSState.DISABLED_RUN + ), f"{self._state}" + dss.Text.Command("solve") + def solve(self, hour, second): """Solve at specified time. Must not be unloaded or disabled.""" assert ( @@ -496,9 +555,9 @@ def solve(self, hour, second): and self._state != OpenDSSState.DISABLED_RUN ), f"{self._state}" - dss.run_command( - f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second}" - f"stepsize={self._simulation_time_step}" + dss.Text.Command( + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} " + f"stepsize=0" ) - dss.run_command("solve") + dss.Text.Command("solve") self._state = OpenDSSState.SOLVE_AT_TIME diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 4474991..02c9082 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -4,24 +4,17 @@ from dataclasses import dataclass from datetime import datetime, timedelta from typing import Any, Dict, List -import numpy.typing as npt import helics as h import numpy as np +import numpy.typing as npt import xarray as xr -from gadal.gadal_types.data_types import ( - AdmittanceMatrix, - AdmittanceSparse, - Injection, - MeasurementArray, - PowersImaginary, - PowersReal, - Topology, - VoltagesAngle, - VoltagesImaginary, - VoltagesMagnitude, - VoltagesReal, -) +from gadal.gadal_types.data_types import (AdmittanceMatrix, AdmittanceSparse, + Injection, MeasurementArray, + PowersImaginary, PowersReal, + Topology, VoltagesAngle, + VoltagesImaginary, VoltagesMagnitude, + VoltagesReal) from scipy.sparse import coo_matrix from FeederSimulator import CommandList, FeederConfig, FeederSimulator @@ -67,11 +60,8 @@ def get_true_phases(angle): def xarray_to_dict(data): """Convert xarray to dict with values and ids for JSON serialization.""" - ids = list(data.bus.data) - return { - "values": list(data.data.real), - "ids": ids, - } + coords = {key: list(data.coords[key].data) for key in data.coords.keys()} + return {"values": list(data.data), **coords} def xarray_to_powers(data, **kwargs): @@ -112,18 +102,17 @@ def concat_measurement_arrays(*ps: MeasurementArray): def get_powers(PQ_load, PQ_PV, PQ_gen, PQ_cap): """Turn xararys into PowersReal and PowersImaginary.""" - n_nodes = len(PQ_load) PQ_load_real, PQ_load_imag = xarray_to_powers( - PQ_load, equipment_type=["Load"] * n_nodes + PQ_load, equipment_type=["Load"] * len(PQ_load) ) PQ_PV_real, PQ_PV_imag = xarray_to_powers( - PQ_PV, equipment_type=["PVSystem"] * n_nodes + PQ_PV, equipment_type=["PVSystem"] * len(PQ_PV) ) PQ_gen_real, PQ_gen_imag = xarray_to_powers( - PQ_gen, equipment_type=["Generator"] * n_nodes + PQ_gen, equipment_type=["Generator"] * len(PQ_gen) ) PQ_cap_real, PQ_cap_imag = xarray_to_powers( - PQ_cap, equipment_type=["Capacitor"] * n_nodes + PQ_cap, equipment_type=["Capacitor"] * len(PQ_cap) ) power_real = concat_measurement_arrays( @@ -155,48 +144,61 @@ def get_initial_data(sim: FeederSimulator, config: FeederConfig): admittance_matrix=numpy_to_y_matrix(Y.toarray()), ids=unique_ids ) - slack_bus = [ + slack_ids = [ sim._AllNodeNames[i] for i in range(sim._source_indexes[0], sim._source_indexes[-1] + 1) ] base_voltages = sim.get_base_voltages() base_voltagemagnitude = VoltagesMagnitude( - values=list(np.abs(base_voltages).data), ids=list(base_voltages.bus.data) + values=list(np.abs(base_voltages).data), ids=list(base_voltages.ids.data) ) + # We have to do snapshot run so we can re-enable things properly. + # Technically we don't have to solve. sim.snapshot_run() PQ_load = sim.get_PQs_load(static=True) PQ_PV = sim.get_PQs_pv(static=True) PQ_gen = sim.get_PQs_gen(static=True) PQ_cap = sim.get_PQs_cap(static=True) + sim.solve(0, 0) power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) injections = Injection(power_real=power_real, power_imaginary=power_imaginary) - sim.solve(0, 0) feeder_voltages = sim.get_voltages_actual() feeder_angles: npt.NDArray[np.float64] = np.angle(feeder_voltages.data) phases = list(map(get_true_phases, feeder_angles)) - base_voltageangle = VoltagesAngle(values=phases, ids=list(feeder_voltages.bus.data)) + base_voltageangle = VoltagesAngle(values=phases, ids=list(feeder_voltages.ids.data)) topology = Topology( admittance=admittancematrix, base_voltage_angles=base_voltageangle, injections=injections, base_voltage_magnitudes=base_voltagemagnitude, - slack_bus=slack_bus, + slack_bus=slack_ids, ) return InitialData(Y=Y, topology=topology) +def agg_to_ids(x: xr.core.dataarray.DataArray, ids): + """Aggregate xarray to ids. Specialized to equipment node arrays.""" + target = xr.zeros_like(ids, dtype=np.float64) + if x.shape == (0,): + return target + + _, x_grouped = xr.align(ids, x.groupby("ids").sum(), join="left", fill_value=0.0) + return x_grouped + + @dataclass class CurrentData: - """Current data at time t. ``arr.bus`` gives bus ids.""" + """Current data at time t. ``arr.ids`` gives bus ids.""" feeder_voltages: xr.core.dataarray.DataArray PQ_injections_all: xr.core.dataarray.DataArray calculated_power: xr.core.dataarray.DataArray + injections: Injection def get_current_data(sim: FeederSimulator, Y): @@ -207,7 +209,17 @@ def get_current_data(sim: FeederSimulator, Y): PQ_gen = sim.get_PQs_gen(static=False) PQ_cap = sim.get_PQs_cap(static=False) - PQ_injections_all = PQ_load + PQ_PV + PQ_gen + PQ_cap + # Assumes everything is controllable! + power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) + injections = Injection(power_real=power_real, power_imaginary=power_imaginary) + + ids = xr.DataArray(sim._AllNodeNames, coords={"ids": sim._AllNodeNames}) + PQ_injections_all = ( + agg_to_ids(PQ_load, ids) + + agg_to_ids(PQ_PV, ids) + + agg_to_ids(PQ_gen, ids) + + agg_to_ids(PQ_cap, ids) + ) calculated_power = ( feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 @@ -217,6 +229,7 @@ def get_current_data(sim: FeederSimulator, Y): feeder_voltages=feeder_voltages, PQ_injections_all=PQ_injections_all, calculated_power=calculated_power, + injections=injections, ) @@ -224,7 +237,7 @@ def where_power_unbalanced(PQ_injections_all, calculated_power, tol=1): """Find errors where PQ_injectinos does not match calculated power.""" errors = PQ_injections_all + calculated_power (indices,) = np.where(np.abs(errors) > tol) - return errors.bus[indices] + return errors.ids[indices] def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str, str]): @@ -264,7 +277,7 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str ) command_set_key = ( - "unused/change_command" + "unused/change_commands" if "change_commands" not in input_mapping else input_mapping["change_commands"] ) @@ -322,7 +335,7 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str ) logger.debug( - f"Publish load {current_data.feeder_voltages.bus.data[0]} " + f"Publish load {current_data.feeder_voltages.ids.data[0]} " f"{current_data.feeder_voltages.data[0]}" ) voltage_magnitudes = np.abs(current_data.feeder_voltages) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 8550cef..809306a 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -7,11 +7,13 @@ import plotille import pytest import xarray as xr +from gadal.gadal_types.data_types import MeasurementArray sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) import FeederSimulator import sender_cosim +from sender_cosim import agg_to_ids @pytest.fixture() @@ -119,7 +121,7 @@ def test_voltages(federate_config): print("\n" + fig.show(legend=True)) # Plot angles better - r = xr.DataArray(range(len(base)), {"bus": base.bus.data}) + 100 + r = xr.DataArray(range(len(base)), {"ids": base.ids.data}) + 100 fig = plotille.Figure() fig.width = 60 fig.height = 30 @@ -132,7 +134,7 @@ def test_voltages(federate_config): print("\n" + fig.show(legend=True)) # Plot angles better - r = xr.DataArray(range(len(base)), {"bus": base.bus.data}) + 100 + r = xr.DataArray(range(len(base)), {"ids": base.ids.data}) + 100 fig = plotille.Figure() fig.width = 90 fig.height = 30 @@ -145,12 +147,28 @@ def test_voltages(federate_config): print("\n" + fig.show(legend=True)) +def test_xarray_translation(): + x = xr.DataArray( + [0 + 1j, 1 + 2j, 2 + 3j, 3 + 4j], + dims=("ids",), + coords={ + "ids": ("ids", ["1", "1", "2", "3"]), + "equipment_ids": ("ids", ["0", "1", "2", "3"]), + }, + ) + powerreal, powerimag = sender_cosim.xarray_to_powers(x) + assert powerreal.ids == ["1", "1", "2", "3"] + assert powerreal.values == [0.0, 1.0, 2.0, 3.0] + assert powerimag.values == [1.0, 2.0, 3.0, 4.0] + + def test_simulation(federate_config): logging.info("Loading sim") sim = FeederSimulator.FeederSimulator(federate_config) startup(sim) Y = sim.get_y_matrix() plot_y_matrix(Y) + sim.snapshot_run() # You need to re-enable! getting_and_concatentating_data(sim) initial_data(sim, federate_config) sim.snapshot_run() @@ -179,9 +197,16 @@ def getting_and_concatentating_data(sim): ) test_real = sender_cosim.concat_measurement_arrays(pv_real, gen_real) assert test_real.values[5] == PQ_PV.data[5].real - assert test_real.ids[5] == PQ_PV.bus.data[5] - PQ_injections_all = PQ_load + PQ_PV + PQ_gen + PQ_cap - assert np.all(PQ_injections_all.bus == PQ_load.bus) + assert test_real.ids[5] == PQ_PV.ids.data[5] + + ids = xr.DataArray(sim._AllNodeNames, coords={"ids": sim._AllNodeNames}) + PQ_injections_all = ( + agg_to_ids(PQ_load, ids) + + agg_to_ids(PQ_PV, ids) + + agg_to_ids(PQ_gen, ids) + + agg_to_ids(PQ_cap, ids) + ) + assert sorted(list(PQ_injections_all.ids.data)) == sorted(sim._AllNodeNames) def initial_data(sim, federate_config): @@ -270,6 +295,9 @@ def simulation_middle(sim, Y): sim.solve(0, 0) current_data = sender_cosim.get_current_data(sim, Y) + assert len(current_data.injections.power_real.values) == len( + current_data.injections.power_real.ids + ) df = pd.DataFrame( { "pq": current_data.PQ_injections_all, @@ -300,3 +328,102 @@ def simulation_middle(sim, Y): current_data.PQ_injections_all, current_data.calculated_power ) assert len(bad_bus_names) == 0 + + +def equipment_indices_on_measurement_array( + measurement_array: MeasurementArray, equipment_type: str +): + return map( + lambda iv: iv[0], + filter( + lambda iv: iv[1] == equipment_type, + enumerate(measurement_array.equipment_type), + ), + ) + + +def test_controls(federate_config): + logging.info("Loading sim") + sim = FeederSimulator.FeederSimulator(federate_config) + Y = sim.get_y_matrix() + sim.snapshot_run() # Needed to bring out of disabled state + sim.solve(8, 0) + sim.just_solve() + current_data = sender_cosim.get_current_data(sim, Y) + assert len(current_data.injections.power_real.values) == len( + current_data.injections.power_real.ids + ) + + bad_bus_names = sender_cosim.where_power_unbalanced( + current_data.PQ_injections_all, current_data.calculated_power + ) + assert len(bad_bus_names) == 0 + + # Find first with equipment type = PVSystem + power_real = current_data.injections.power_real + pv_system_indices = list( + equipment_indices_on_measurement_array(power_real, "PVSystem") + ) + max_index = np.argmax(np.abs([power_real.values[i] for i in pv_system_indices])) + pv_system_index = pv_system_indices[max_index] + pv_system_index = None + for i in range(len(power_real.ids)): + if power_real.ids[i] == "113.1" and power_real.equipment_type[i] == "PVSystem": + pv_system_index = i + break + assert pv_system_index is not None + + print( + f"{power_real.ids[pv_system_index]} {power_real.equipment_type[pv_system_index]}" + ) + # Try setting current power to half of that. + assert abs(power_real.values[pv_system_index]) > 0.01 + sim.change_obj( + FeederSimulator.CommandList( + __root__=[ + FeederSimulator.Command( + obj_name="PVSystem.113", + obj_property="Ppmp", + val=25, # power_real.values[pv_system_index] / 2, + ) + ] + ) + ) + # dss.Text.Command("PVsystem.113.PF=0.01") + # Check properties in AllPropertyNames in CktElement or just Element + # Solve and observe current power. It should change. + sim.just_solve() + new_data = sender_cosim.get_current_data(sim, Y) + new_power_real = new_data.injections.power_real + print(power_real.values[pv_system_index]) + print(power_real.ids[pv_system_index]) + print(new_power_real.values[pv_system_index]) + print(new_power_real.ids[pv_system_index]) + assert ( + np.abs( + new_power_real.values[pv_system_index] - power_real.values[pv_system_index] + ) + > 1 + ) + (bad_indices,) = np.where( + np.abs(np.array(new_power_real.values) - np.array(power_real.values)) > 1 + ) + + for i in bad_indices: + print( + f"Old: {power_real.equipment_type[i]} {power_real.ids[i]} " + f"{power_real.values[i]}" + ) + print( + f"New: {new_power_real.equipment_type[i]} {new_power_real.ids[i]} " + f"{new_power_real.values[i]}" + ) + + assert bad_indices == [pv_system_index] + # Run another time step. What happens? + sim.solve(9, 0) + next_data = sender_cosim.get_current_data(sim, Y) + next_power_real = next_data.injections.power_real + print(f"8,0: {power_real.values[pv_system_index]}") + print(f"9,0: {new_power_real.values[pv_system_index]}") + print(f"9,0: {next_power_real.values[pv_system_index]}") From 277de4a8f389874d9e12a0e18b7e1b48c0983119 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 5 Apr 2023 17:06:39 -0600 Subject: [PATCH 26/47] Fix pmpp test --- LocalFeeder/tests/test_feeder.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 809306a..dbf2aca 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -383,7 +383,7 @@ def test_controls(federate_config): __root__=[ FeederSimulator.Command( obj_name="PVSystem.113", - obj_property="Ppmp", + obj_property="Pmpp", val=25, # power_real.values[pv_system_index] / 2, ) ] From 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Used for most Y-matrix needs.""" + def disable_elements(self): + """Disable most elements. Used in disabled_run""" assert self._state != OpenDSSState.UNLOADED, f"{self._state}" - dss.Text.Command("batchedit transformer..* wdg=2 tap=1") + #dss.Text.Command("batchedit transformer..* wdg=2 tap=1") dss.Text.Command("batchedit regcontrol..* enabled=false") dss.Text.Command("batchedit vsource..* enabled=false") dss.Text.Command("batchedit isource..* enabled=false") @@ -284,6 +285,12 @@ def disabled_run(self): dss.Text.Command("batchedit pvsystem..* enabled=false") dss.Text.Command("Batchedit Capacitor..* enabled=false") dss.Text.Command("batchedit storage..* enabled=false") + self._state = OpenDSSState.DISABLED + + def disabled_run(self): + """Disable most elements and solve. Used for most Y-matrix needs.""" + self.disable_elements() + assert self._state == OpenDSSState.DISABLED, f"{self._state}" dss.Text.Command("CalcVoltageBases") dss.Text.Command("set maxiterations=20") # solve @@ -304,6 +311,29 @@ def get_y_matrix(self): shape=Ymatrix.shape, ) + def get_load_y_matrix(self): + """Calculate Y-matrix as a coo-matrix. Disables most except load.""" + assert self._state == OpenDSSState.SOLVE_AT_TIME, f"{self._state}" + self.disable_elements() + dss.Text.Command("batchedit Load..* enabled=true") + dss.Text.Command("CalcVoltageBases") + dss.Text.Command("set maxiterations=20") + # solve + dss.Text.Command("solve") + + Ysparse = csc_matrix(dss.YMatrix.getYsparse()) + Ymatrix = Ysparse.tocoo() + new_order = self._circuit.YNodeOrder() + permute = np.array(permutation(new_order, self._AllNodeNames)) + + dss.Text.Command("batchedit Load..* enabled=false") + self._state = OpenDSSState.DISABLED_RUN + + return coo_matrix( + (Ymatrix.data, (permute[Ymatrix.row], permute[Ymatrix.col])), + shape=Ymatrix.shape, + ) + def setup_vbase(self): """Load base voltages into feeder.""" self._Vbase_allnode = np.zeros((self._node_number), dtype=np.complex_) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index dbf2aca..eae7eda 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -70,6 +70,11 @@ def test_ordering(federate_config): with pytest.raises(AssertionError, match=".*SOLVE_AT_TIME.*"): _ = sim.get_voltages_snapshot() + sim.solve(10, 0) + Y_load = sim.get_load_y_matrix() + plot_y_matrix(Y) + plot_y_matrix(Y_load - Y) + def rtheta_to_xy(r, theta): x = np.array(r * np.cos(theta)) @@ -383,8 +388,8 @@ def test_controls(federate_config): __root__=[ FeederSimulator.Command( obj_name="PVSystem.113", - obj_property="Pmpp", - val=25, # power_real.values[pv_system_index] / 2, + obj_property="%Pmpp", + val=5, # power_real.values[pv_system_index] / 2, ) ] ) @@ -425,5 +430,5 @@ def test_controls(federate_config): next_data = sender_cosim.get_current_data(sim, Y) next_power_real = next_data.injections.power_real print(f"8,0: {power_real.values[pv_system_index]}") - print(f"9,0: {new_power_real.values[pv_system_index]}") + print(f"8,0: {new_power_real.values[pv_system_index]}") print(f"9,0: {next_power_real.values[pv_system_index]}") From 3579442ebd5748a19e90e92ce8d61f6d0ecaba9a Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 19 Apr 2023 13:14:13 -0600 Subject: [PATCH 30/47] Push XYCurve information --- LocalFeeder/FeederSimulator.py | 21 +++++++++++++++++++ LocalFeeder/tests/test_feeder.py | 36 ++++++++++++++++++++++++++++++++ 2 files changed, 57 insertions(+) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 35683cd..4f71312 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -76,6 +76,17 @@ class CommandList(BaseModel): __root__: List[Command] +class XYCurve(BaseModel): + voltage: List[float] # p.u. in V + reactive_response: List[float] # p.u. in VArs + + +class VVCData(BaseModel): + """JSON configuration for configuring a volt-var curve.""" + xy_curves: List[XYCurve] + pv_systems: List[List[str]] + + class OpenDSSState(Enum): """Enum of all OpenDSSStates traversed in a simulation.""" @@ -247,6 +258,7 @@ def get_node_names(self): def load_feeder(self): """Load feeder once downloaded. Relies on legacy mode.""" + # Real solution is kvarlimit with kvarmax dss.Basic.LegacyModels(True) dss.Text.Command("clear") dss.Text.Command("redirect " + self._feeder_file) @@ -558,6 +570,15 @@ def change_obj(self, change_commands: CommandList): ), f"{entry.obj_property} not in {properties} for {element_name}" dss.Text.Command(f"{entry.obj_name}.{entry.obj_property}={entry.val}") + def apply_vcc(self, vvc_data: VVCData): + self.inv_controls = [] # We should loop through and discover + self.xy_curves = [] # We should loop through and discover + # Deduplicate xy-curves if necessary. + # Create new xy-curves + # Unmap existing inv_controls that use pv_systems + # Make inv_control for xy curve and assign pv_systems + return NotImplemented + def initial_disabled_solve(self): """If run is disabled, then we can still solve at 0.0.""" assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index eae7eda..5ac7470 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -14,6 +14,7 @@ import FeederSimulator import sender_cosim from sender_cosim import agg_to_ids +from FeederSimulator import XYCurve, VVCData @pytest.fixture() @@ -432,3 +433,38 @@ def test_controls(federate_config): print(f"8,0: {power_real.values[pv_system_index]}") print(f"8,0: {new_power_real.values[pv_system_index]}") print(f"9,0: {next_power_real.values[pv_system_index]}") + +def test_inv_control(federate_config): + logging.info("Loading sim") + sim = FeederSimulator.FeederSimulator(federate_config) + test_xy_curve = XYCurve( + voltage=[0.5, 0.95, 0.98, 1.02, 1.05, 1.5], + reactive_response=[1, 1, 0, 0, -1, -1] + ) + test_vvc_data = VVCData( + pv_system_to_xy_curve = { + "PVSystem.113": test_xy_curve, + } + ) + + Y = sim.get_y_matrix() + sim.snapshot_run() # Needed to bring out of disabled state + sim.solve(8, 0) + + old_voltages = sim.get_voltages_actual() + + sim.apply_vvc(test_vvc_data) + sim.just_solve() + + new_voltages = sim.get_voltages_actual() + + assert np.sum( + new_voltages.loc["PVSystem.113.1"] - + old_voltages.loc["PVSystem.113.1"] + ) > 0.01*old_voltages.loc["PVSystem.113.1"] + + + #sim.apply_vvc(test_vvc_data) + #old_xy_curve = sim.xy_curve[sim.inv_control["PVSystem.113"]] + #sim.apply_vvc(test_vvc_data) # does not fail + #assert sim.xy_curve[sim.inv_control["PVSystem.113"]] == old_xy_curve From 84983d438ba4dc370bb3c0a225ff1aa0ff55291f Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 12:44:06 -0600 Subject: [PATCH 31/47] Add XY curve control and basic test --- LocalFeeder/FeederSimulator.py | 178 +++++++++++++++++++++++++++---- LocalFeeder/tests/test_feeder.py | 47 ++++---- 2 files changed, 185 insertions(+), 40 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 4f71312..72e22c5 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -7,7 +7,7 @@ import time from enum import Enum from time import strptime -from typing import Any, Dict, List +from typing import Any, Dict, List, Optional, Set import boto3 import numpy as np @@ -15,11 +15,16 @@ import xarray as xr from botocore import UNSIGNED from botocore.config import Config -from pydantic import BaseModel +from pydantic import BaseModel, root_validator from scipy.sparse import coo_matrix, csc_matrix -from dss_functions import (get_capacitors, get_generators, get_loads, - get_pvsystems, get_voltages) +from dss_functions import ( + get_capacitors, + get_generators, + get_loads, + get_pvsystems, + get_voltages, +) logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -77,14 +82,56 @@ class CommandList(BaseModel): class XYCurve(BaseModel): - voltage: List[float] # p.u. in V - reactive_response: List[float] # p.u. in VArs + voltage: List[float] # p.u. in V + reactive_response: List[float] # p.u. in VArs -class VVCData(BaseModel): - """JSON configuration for configuring a volt-var curve.""" - xy_curves: List[XYCurve] - pv_systems: List[List[str]] +class ReactivePowerSetting(Enum): + VARAVAL_WATTS = "VARAVAL_WATTS" + VARMAX_VARS = "VARMAX_VARS" + VARMAX_WATTS = "VARMAX_WATTS" + + +class InverterControlMode(Enum): + voltvar = "VOLTVAR" + voltwatt = "VOLTWATT" + voltvar_voltwatt = "VV_VW" + + +class VVControl(BaseModel): + deltaq_factor: float = 0.7 + varchangetolerance: float = 0.025 + voltagechangetolerance: float = 0.0001 + vv_refreactivepower: ReactivePowerSetting = ReactivePowerSetting.VARAVAL_WATTS + voltage: List[float] # p.u. in V + reactive_response: List[float] # p.u. in VArs + + +class VWControl(BaseModel): + deltap_factor: float = 1.0 + voltage: List[float] # p.u. in V + power_response: List[float] # p.u. in VArs + + +class InverterControl(BaseModel): + pvsystem_list: Optional[List[str]] = None + vvcontrol: Optional[VVControl] = None + vwcontrol: Optional[VWControl] = None + mode: InverterControlMode = InverterControlMode.voltvar + + @root_validator(pre=True) + def check_mode(cls, values): + if "mode" not in values or ( + values["mode"] == InverterControlMode.voltvar + or values["mode"] == InverterControlMode.voltvar_voltwatt + ): + assert "vvcontrol" in values and values["vvcontrol"] is not None + if "mode" in values and ( + values["mode"] == InverterControlMode.voltwatt + or values["mode"] == InverterControlMode.voltvar_voltwatt + ): + assert "vwcontrol" in values and values["vwcontrol"] is not None + return values class OpenDSSState(Enum): @@ -108,6 +155,12 @@ class FeederSimulator(object): _source_indexes: List[int] _nodes_index: List[int] _name_index_dict: Dict[str, int] + _inverter_to_pvsystems: Dict[str, Set[str]] = {} + _pvsystem_to_inverter: Dict[str, str] = {} + _pvsystems: Set[str] + _inverters: Set[str] = set() + _inverter_counter = 0 + _xycurve_counter = 0 def __init__(self, config: FeederConfig): """Create a ``FeederSimulator`` object.""" @@ -141,6 +194,94 @@ def __init__(self, config: FeederConfig): self.snapshot_run() assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" + def create_inverter(self, pvsystem_set: Set[str]): + assert all( + pvsystem not in self._pvsystem_to_inverter and pvsystem in self._pvsystems + for pvsystem in pvsystem_set + ), f"PVsystem(s) {pvsystem_set} is already assigned inverter or may not exist" + name = f"InvControl.invgenerated{self._inverter_counter}" + # May need PVsystemlist + assert all( + pv_name.split(".")[0].lower() == "pvsystem" for pv_name in pvsystem_set + ) + if pvsystem_set == self._pvsystems: + # This provides more stable behavior in the "default" case. + pvlist = "" + else: + if len(pvsystem_set) != 1: + logging.error( + """Controlling mulitple pvsystems manually results in unstable + behavior when the number of phases differ""" + ) + pvlist = ", ".join(pv_name.split(".")[1] for pv_name in pvsystem_set) + dss.Text.Command(f"New {name} PVsystemList=[{pvlist}]") + self._inverter_counter += 1 + self._inverters.add(name) + for pvsystem in pvsystem_set: + self._pvsystem_to_inverter[pvsystem] = name + self._inverter_to_pvsystems[name] = pvsystem_set + return name + + def create_xy_curve(self, x, y): + name = f"XYcurve.xygenerated{self._xycurve_counter}" + npts = len(x) + assert len(x) == len(y), "Length of curves do not match" + x_str = ",".join(str(i) for i in x) + y_str = ",".join(str(i) for i in y) + dss.Text.Command(f"New {name} npts={npts} Yarray=({y_str}) Xarray=({x_str})") + self._xycurve_counter += 1 + # May need to change this name + return name + + def set_properties_to_inverter(self, inverter: str, inv_control: InverterControl): + if inv_control.vvcontrol is not None: + vvc_curve = self.create_xy_curve( + inv_control.vvcontrol.voltage, inv_control.vvcontrol.reactive_response + ) + dss.Text.Command(f"{inverter}.vvc_curve1={vvc_curve.split('.')[1]}") + dss.Text.Command( + f"{inverter}.deltaQ_factor={inv_control.vvcontrol.deltaq_factor}" + ) + dss.Text.Command( + f"{inverter}.VarChangeTolerance={inv_control.vvcontrol.varchangetolerance}" + ) + dss.Text.Command( + f"{inverter}.VoltageChangeTolerance={inv_control.vvcontrol.voltagechangetolerance}" + ) + dss.Text.Command( + f"{inverter}.VV_RefReactivePower={inv_control.vvcontrol.vv_refreactivepower}" + ) + if inv_control.vwcontrol is not None: + vw_curve = self.create_xy_curve( + inv_control.vwcontrol.voltage, inv_control.vwcontrol.power_response, + ) + dss.Text.Command(f"{inverter}.voltwatt_curve={vw_curve.split('.')[1]}") + dss.Text.Command( + f"{inverter}.deltaP_factor={inv_control.vwcontrol.deltap_factor}" + ) + if inv_control.mode == InverterControlMode.voltvar_voltwatt: + dss.Text.Command(f"{inverter}.CombiMode = VV_VW") + dss.Text.Command(f"{inverter}.Mode = {inv_control.mode.value}") + + def apply_inverter_control(self, inv_control: InverterControl): + if inv_control.pvsystem_list is None: + pvsystem_set = self._pvsystems + else: + pvsystem_set = set(inv_control.pvsystem_list) + inverter_set = set( + self._pvsystem_to_inverter[pvsystem] + for pvsystem in pvsystem_set + if pvsystem in self._pvsystem_to_inverter + ) + if len(inverter_set) == 1: + (inverter,) = inverter_set + else: + inverter = self.create_inverter(pvsystem_set) + + assert self._inverter_to_pvsystems[inverter] == pvsystem_set + + self.set_properties_to_inverter(inverter, inv_control) + def snapshot_run(self): """Run snapshot of simuation without specifying a time. @@ -283,12 +424,16 @@ def load_feeder(self): ) self.setup_vbase() + + self._pvsystems = set() + for PV in get_pvsystems(dss): + self._pvsystems.add("PVSystem." + PV["name"]) self._state = OpenDSSState.LOADED def disable_elements(self): - """Disable most elements. Used in disabled_run""" + """Disable most elements. Used in disabled_run.""" assert self._state != OpenDSSState.UNLOADED, f"{self._state}" - #dss.Text.Command("batchedit transformer..* wdg=2 tap=1") + # dss.Text.Command("batchedit transformer..* wdg=2 tap=1") dss.Text.Command("batchedit regcontrol..* enabled=false") dss.Text.Command("batchedit vsource..* enabled=false") dss.Text.Command("batchedit isource..* enabled=false") @@ -570,15 +715,6 @@ def change_obj(self, change_commands: CommandList): ), f"{entry.obj_property} not in {properties} for {element_name}" dss.Text.Command(f"{entry.obj_name}.{entry.obj_property}={entry.val}") - def apply_vcc(self, vvc_data: VVCData): - self.inv_controls = [] # We should loop through and discover - self.xy_curves = [] # We should loop through and discover - # Deduplicate xy-curves if necessary. - # Create new xy-curves - # Unmap existing inv_controls that use pv_systems - # Make inv_control for xy curve and assign pv_systems - return NotImplemented - def initial_disabled_solve(self): """If run is disabled, then we can still solve at 0.0.""" assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 5ac7470..fce50a1 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -13,8 +13,8 @@ import FeederSimulator import sender_cosim +from FeederSimulator import InverterControl, VVControl from sender_cosim import agg_to_ids -from FeederSimulator import XYCurve, VVCData @pytest.fixture() @@ -434,37 +434,46 @@ def test_controls(federate_config): print(f"8,0: {new_power_real.values[pv_system_index]}") print(f"9,0: {next_power_real.values[pv_system_index]}") + def test_inv_control(federate_config): logging.info("Loading sim") sim = FeederSimulator.FeederSimulator(federate_config) - test_xy_curve = XYCurve( - voltage=[0.5, 0.95, 0.98, 1.02, 1.05, 1.5], - reactive_response=[1, 1, 0, 0, -1, -1] - ) - test_vvc_data = VVCData( - pv_system_to_xy_curve = { - "PVSystem.113": test_xy_curve, - } + test_inverter_data = InverterControl( + pvsystem_list=["PVSystem.113"], + vvcontrol=VVControl( + voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], + reactive_response=[1, 1, 1, 1, 1, 1], + ), ) - Y = sim.get_y_matrix() + _ = sim.get_y_matrix() sim.snapshot_run() # Needed to bring out of disabled state sim.solve(8, 0) old_voltages = sim.get_voltages_actual() - sim.apply_vvc(test_vvc_data) + sim.apply_inverter_control(test_inverter_data) sim.just_solve() new_voltages = sim.get_voltages_actual() - assert np.sum( - new_voltages.loc["PVSystem.113.1"] - - old_voltages.loc["PVSystem.113.1"] - ) > 0.01*old_voltages.loc["PVSystem.113.1"] + assert float( + np.sum(np.abs(new_voltages.loc["113.1"] - old_voltages.loc["113.1"])) + ) > 0.01 * float(np.abs(old_voltages.loc["113.1"])) + sim.apply_inverter_control(test_inverter_data) + sim.just_solve() + + even_newer_voltages = sim.get_voltages_actual() + + assert ( + float( + np.sum(np.abs(new_voltages.loc["113.1"] - even_newer_voltages.loc["113.1"])) + ) + < 1 + ) - #sim.apply_vvc(test_vvc_data) - #old_xy_curve = sim.xy_curve[sim.inv_control["PVSystem.113"]] - #sim.apply_vvc(test_vvc_data) # does not fail - #assert sim.xy_curve[sim.inv_control["PVSystem.113"]] == old_xy_curve + # sim.apply_vvc(test_vvc_data) + # old_xy_curve = sim.xy_curve[sim.inv_control["PVSystem.113"]] + # sim.apply_vvc(test_vvc_data) # does not fail + # assert sim.xy_curve[sim.inv_control["PVSystem.113"]] == old_xy_curve From 8bc57235d379318e3aa9b62760f8e1014a743015 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 12:44:19 -0600 Subject: [PATCH 32/47] Run black formatter on sender_cosim --- LocalFeeder/sender_cosim.py | 23 ++++++++++++++--------- 1 file changed, 14 insertions(+), 9 deletions(-) diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index d409006..eb04fca 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -9,12 +9,19 @@ import numpy as np import numpy.typing as npt import xarray as xr -from gadal.gadal_types.data_types import (AdmittanceMatrix, AdmittanceSparse, - Injection, MeasurementArray, - PowersImaginary, PowersReal, - Topology, VoltagesAngle, - VoltagesImaginary, VoltagesMagnitude, - VoltagesReal) +from gadal.gadal_types.data_types import ( + AdmittanceMatrix, + AdmittanceSparse, + Injection, + MeasurementArray, + PowersImaginary, + PowersReal, + Topology, + VoltagesAngle, + VoltagesImaginary, + VoltagesMagnitude, + VoltagesReal, +) from scipy.sparse import coo_matrix from FeederSimulator import CommandList, FeederConfig, FeederSimulator @@ -371,9 +378,7 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str time=current_timestamp, ).json() ) - pub_injections.publish( - current_data.injections.json() - ) + pub_injections.publish(current_data.injections.json()) logger.info("end time: " + str(datetime.now())) From 411a791e682a187580e453e59c55e79ee43dc0b1 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 14:45:46 -0600 Subject: [PATCH 33/47] Add more tests and fix bug in vv_vw mode setting --- LocalFeeder/FeederSimulator.py | 23 +++++--- LocalFeeder/tests/test_feeder.py | 91 ++++++++++++++++++++++++++++++-- 2 files changed, 102 insertions(+), 12 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 72e22c5..c56b72a 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -155,12 +155,12 @@ class FeederSimulator(object): _source_indexes: List[int] _nodes_index: List[int] _name_index_dict: Dict[str, int] - _inverter_to_pvsystems: Dict[str, Set[str]] = {} - _pvsystem_to_inverter: Dict[str, str] = {} + _inverter_to_pvsystems: Dict[str, Set[str]] + _pvsystem_to_inverter: Dict[str, str] _pvsystems: Set[str] - _inverters: Set[str] = set() - _inverter_counter = 0 - _xycurve_counter = 0 + _inverters: Set[str] + _inverter_counter: int + _xycurve_counter: int def __init__(self, config: FeederConfig): """Create a ``FeederSimulator`` object.""" @@ -170,6 +170,12 @@ def __init__(self, config: FeederConfig): self._sensor_location = config.sensor_location self._use_smartds = config.use_smartds + self._inverter_to_pvsystems = {} + self._pvsystem_to_inverter = {} + self._inverters = set() + self._inverter_counter = 0 + self._xycurve_counter = 0 + self._start_time = int( time.mktime(strptime(config.start_date, "%Y-%m-%d %H:%M:%S")) ) @@ -261,7 +267,8 @@ def set_properties_to_inverter(self, inverter: str, inv_control: InverterControl ) if inv_control.mode == InverterControlMode.voltvar_voltwatt: dss.Text.Command(f"{inverter}.CombiMode = VV_VW") - dss.Text.Command(f"{inverter}.Mode = {inv_control.mode.value}") + else: + dss.Text.Command(f"{inverter}.Mode = {inv_control.mode.value}") def apply_inverter_control(self, inv_control: InverterControl): if inv_control.pvsystem_list is None: @@ -278,7 +285,9 @@ def apply_inverter_control(self, inv_control: InverterControl): else: inverter = self.create_inverter(pvsystem_set) - assert self._inverter_to_pvsystems[inverter] == pvsystem_set + assert ( + self._inverter_to_pvsystems[inverter] == pvsystem_set + ), f"{self._inverter_to_pvsystems[inverter]} does not match {pvsystem_set} for {inverter}" self.set_properties_to_inverter(inverter, inv_control) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index fce50a1..cf6a771 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -13,7 +13,7 @@ import FeederSimulator import sender_cosim -from FeederSimulator import InverterControl, VVControl +from FeederSimulator import InverterControl, InverterControlMode, VVControl, VWControl from sender_cosim import agg_to_ids @@ -473,7 +473,88 @@ def test_inv_control(federate_config): < 1 ) - # sim.apply_vvc(test_vvc_data) - # old_xy_curve = sim.xy_curve[sim.inv_control["PVSystem.113"]] - # sim.apply_vvc(test_vvc_data) # does not fail - # assert sim.xy_curve[sim.inv_control["PVSystem.113"]] == old_xy_curve + test_inverter_data = InverterControl( + pvsystem_list=["PVSystem.113"], + vvcontrol=VVControl( + voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], + reactive_response=[0, 0, 0, 0, 0, 0], + ), + ) + + sim.apply_inverter_control(test_inverter_data) + sim.just_solve() + + nocontrol_voltages = sim.get_voltages_actual() + + assert ( + float( + np.sum(np.abs(old_voltages.loc["113.1"] - nocontrol_voltages.loc["113.1"])) + ) + < 1 + ) + + +def test_inv_control_full(federate_config): + logging.info("Loading sim") + sim = FeederSimulator.FeederSimulator(federate_config) + test_inverter_data = InverterControl( + vvcontrol=VVControl( + voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], + reactive_response=[1, 1, 1, 1, 1, 1], + ), + ) + + _ = sim.get_y_matrix() + sim.snapshot_run() # Needed to bring out of disabled state + sim.solve(8, 0) + + old_voltages = sim.get_voltages_actual() + + sim.apply_inverter_control(test_inverter_data) + sim.just_solve() + + new_voltages = sim.get_voltages_actual() + + assert float( + np.sum(np.abs(new_voltages.loc["113.1"] - old_voltages.loc["113.1"])) + ) > 0.01 * float(np.abs(old_voltages.loc["113.1"])) + + assert float( + np.sum(np.abs(new_voltages.loc["87.3"] - old_voltages.loc["87.3"])) + ) > 0.01 * float(np.abs(old_voltages.loc["87.3"])) + + +def test_inv_combined_control(federate_config): + logging.info("Loading sim") + sim = FeederSimulator.FeederSimulator(federate_config) + + _ = sim.get_y_matrix() + sim.snapshot_run() # Needed to bring out of disabled state + sim.solve(8, 0) + + old_voltages = sim.get_voltages_actual() + + test_inverter_data = InverterControl( + vvcontrol=VVControl( + voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], + reactive_response=[1, 1, 1, 1, 1, 1], + ), + vwcontrol=VWControl( + voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], + power_response=[0.1, 0.1, 0.1, 0.1, 0.1, 0.1], + ), + mode=InverterControlMode.voltvar_voltwatt, + ) + + sim.apply_inverter_control(test_inverter_data) + sim.just_solve() + + new_voltages = sim.get_voltages_actual() + + assert float( + np.sum(np.abs(new_voltages.loc["113.1"] - old_voltages.loc["113.1"])) + ) > 0.01 * float(np.abs(old_voltages.loc["113.1"])) + + assert float( + np.sum(np.abs(new_voltages.loc["87.3"] - old_voltages.loc["87.3"])) + ) > 0.01 * float(np.abs(old_voltages.loc["87.3"])) From 94798a22f4b750650fdc307abe94e2fb1f7f8ec4 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 16:09:14 -0600 Subject: [PATCH 34/47] Try getting stack-trace for warning --- .github/workflows/test-local-feeder.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml index a6366b9..faf09a5 100644 --- a/.github/workflows/test-local-feeder.yml +++ b/.github/workflows/test-local-feeder.yml @@ -29,7 +29,7 @@ jobs: shell: bash -l {0} run: | cd LocalFeeder - pytest -s . + pytest -W -s . env: PYTEST_ADDOPTS: "--color=yes" PYTHONIOENCODING: UTF-8 From 24f8b33c808969993d607103268ea58ac65bb16d Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 16:46:38 -0600 Subject: [PATCH 35/47] Try getting stack-trace for warning attempt 2 --- .github/workflows/test-local-feeder.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml index faf09a5..7533ca3 100644 --- a/.github/workflows/test-local-feeder.yml +++ b/.github/workflows/test-local-feeder.yml @@ -29,7 +29,7 @@ jobs: shell: bash -l {0} run: | cd LocalFeeder - pytest -W -s . + pytest -W error -s . env: PYTEST_ADDOPTS: "--color=yes" PYTHONIOENCODING: UTF-8 From 001e1a9994f1c823cad3a71892d8c658c5012684 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 16:56:40 -0600 Subject: [PATCH 36/47] Fix numpy conversion warning --- LocalFeeder/tests/test_feeder.py | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index cf6a771..8b12977 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -306,7 +306,8 @@ def simulation_middle(sim, Y): ) df = pd.DataFrame( { - "pq": current_data.PQ_injections_all, + "p": current_data.PQ_injections_all.real, + "q": current_data.PQ_injections_all.imag, "voltages": np.abs(current_data.feeder_voltages), "phases": np.angle(current_data.feeder_voltages), } From d614c1c71cb24b4d1c71319041b9b99331774327 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 3 May 2023 17:03:48 -0600 Subject: [PATCH 37/47] Ignore resourcewarning from boto3 --- .github/workflows/test-local-feeder.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/test-local-feeder.yml b/.github/workflows/test-local-feeder.yml index 7533ca3..a6366b9 100644 --- a/.github/workflows/test-local-feeder.yml +++ b/.github/workflows/test-local-feeder.yml @@ -29,7 +29,7 @@ jobs: shell: bash -l {0} run: | cd LocalFeeder - pytest -W error -s . + pytest -s . env: PYTEST_ADDOPTS: "--color=yes" PYTHONIOENCODING: UTF-8 From 8da275611f26fc675b72520e2e0fd002eafc0ec4 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 4 May 2023 09:22:08 -0600 Subject: [PATCH 38/47] Add docstrings and list of invcontrol --- LocalFeeder/FeederSimulator.py | 319 ++++++++++++++++++++------------- LocalFeeder/sender_cosim.py | 2 +- 2 files changed, 193 insertions(+), 128 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index c56b72a..0e0f52d 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -81,24 +81,25 @@ class CommandList(BaseModel): __root__: List[Command] -class XYCurve(BaseModel): - voltage: List[float] # p.u. in V - reactive_response: List[float] # p.u. in VArs - - class ReactivePowerSetting(Enum): + """Reactive power setting, almost always VARAVAL_WATTS.""" + VARAVAL_WATTS = "VARAVAL_WATTS" VARMAX_VARS = "VARMAX_VARS" VARMAX_WATTS = "VARMAX_WATTS" class InverterControlMode(Enum): + """Inverter control mode.""" + voltvar = "VOLTVAR" voltwatt = "VOLTWATT" voltvar_voltwatt = "VV_VW" class VVControl(BaseModel): + """OpenDSS setting for volt-var control.""" + deltaq_factor: float = 0.7 varchangetolerance: float = 0.025 voltagechangetolerance: float = 0.0001 @@ -108,12 +109,16 @@ class VVControl(BaseModel): class VWControl(BaseModel): + """OpenDSS setting for volt-watt control.""" + deltap_factor: float = 1.0 voltage: List[float] # p.u. in V power_response: List[float] # p.u. in VArs class InverterControl(BaseModel): + """InverterControl with volt-var control and/or volt-watt control.""" + pvsystem_list: Optional[List[str]] = None vvcontrol: Optional[VVControl] = None vwcontrol: Optional[VWControl] = None @@ -121,6 +126,7 @@ class InverterControl(BaseModel): @root_validator(pre=True) def check_mode(cls, values): + """Make sure that mode reflects vvcontrol and vwcontrol data.""" if "mode" not in values or ( values["mode"] == InverterControlMode.voltvar or values["mode"] == InverterControlMode.voltvar_voltwatt @@ -134,6 +140,12 @@ def check_mode(cls, values): return values +class InverterControlList(BaseModel): + """List[InverterControl] with JSON parsing.""" + + __root__: List[InverterControl] + + class OpenDSSState(Enum): """Enum of all OpenDSSStates traversed in a simulation.""" @@ -200,97 +212,6 @@ def __init__(self, config: FeederConfig): self.snapshot_run() assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" - def create_inverter(self, pvsystem_set: Set[str]): - assert all( - pvsystem not in self._pvsystem_to_inverter and pvsystem in self._pvsystems - for pvsystem in pvsystem_set - ), f"PVsystem(s) {pvsystem_set} is already assigned inverter or may not exist" - name = f"InvControl.invgenerated{self._inverter_counter}" - # May need PVsystemlist - assert all( - pv_name.split(".")[0].lower() == "pvsystem" for pv_name in pvsystem_set - ) - if pvsystem_set == self._pvsystems: - # This provides more stable behavior in the "default" case. - pvlist = "" - else: - if len(pvsystem_set) != 1: - logging.error( - """Controlling mulitple pvsystems manually results in unstable - behavior when the number of phases differ""" - ) - pvlist = ", ".join(pv_name.split(".")[1] for pv_name in pvsystem_set) - dss.Text.Command(f"New {name} PVsystemList=[{pvlist}]") - self._inverter_counter += 1 - self._inverters.add(name) - for pvsystem in pvsystem_set: - self._pvsystem_to_inverter[pvsystem] = name - self._inverter_to_pvsystems[name] = pvsystem_set - return name - - def create_xy_curve(self, x, y): - name = f"XYcurve.xygenerated{self._xycurve_counter}" - npts = len(x) - assert len(x) == len(y), "Length of curves do not match" - x_str = ",".join(str(i) for i in x) - y_str = ",".join(str(i) for i in y) - dss.Text.Command(f"New {name} npts={npts} Yarray=({y_str}) Xarray=({x_str})") - self._xycurve_counter += 1 - # May need to change this name - return name - - def set_properties_to_inverter(self, inverter: str, inv_control: InverterControl): - if inv_control.vvcontrol is not None: - vvc_curve = self.create_xy_curve( - inv_control.vvcontrol.voltage, inv_control.vvcontrol.reactive_response - ) - dss.Text.Command(f"{inverter}.vvc_curve1={vvc_curve.split('.')[1]}") - dss.Text.Command( - f"{inverter}.deltaQ_factor={inv_control.vvcontrol.deltaq_factor}" - ) - dss.Text.Command( - f"{inverter}.VarChangeTolerance={inv_control.vvcontrol.varchangetolerance}" - ) - dss.Text.Command( - f"{inverter}.VoltageChangeTolerance={inv_control.vvcontrol.voltagechangetolerance}" - ) - dss.Text.Command( - f"{inverter}.VV_RefReactivePower={inv_control.vvcontrol.vv_refreactivepower}" - ) - if inv_control.vwcontrol is not None: - vw_curve = self.create_xy_curve( - inv_control.vwcontrol.voltage, inv_control.vwcontrol.power_response, - ) - dss.Text.Command(f"{inverter}.voltwatt_curve={vw_curve.split('.')[1]}") - dss.Text.Command( - f"{inverter}.deltaP_factor={inv_control.vwcontrol.deltap_factor}" - ) - if inv_control.mode == InverterControlMode.voltvar_voltwatt: - dss.Text.Command(f"{inverter}.CombiMode = VV_VW") - else: - dss.Text.Command(f"{inverter}.Mode = {inv_control.mode.value}") - - def apply_inverter_control(self, inv_control: InverterControl): - if inv_control.pvsystem_list is None: - pvsystem_set = self._pvsystems - else: - pvsystem_set = set(inv_control.pvsystem_list) - inverter_set = set( - self._pvsystem_to_inverter[pvsystem] - for pvsystem in pvsystem_set - if pvsystem in self._pvsystem_to_inverter - ) - if len(inverter_set) == 1: - (inverter,) = inverter_set - else: - inverter = self.create_inverter(pvsystem_set) - - assert ( - self._inverter_to_pvsystems[inverter] == pvsystem_set - ), f"{self._inverter_to_pvsystems[inverter]} does not match {pvsystem_set} for {inverter}" - - self.set_properties_to_inverter(inverter, inv_control) - def snapshot_run(self): """Run snapshot of simuation without specifying a time. @@ -509,6 +430,40 @@ def setup_vbase(self): self._Vbase_allnode[ii] = dss.Bus.kVBase() * 1000 self._Vbase_allnode_dict[node] = self._Vbase_allnode[ii] + def initial_disabled_solve(self): + """If run is disabled, then we can still solve at 0.0.""" + assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" + hour = 0 + second = 0 + dss.Text.Command( + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} " + f"stepsize=0" + ) + dss.Text.Command("solve") + self._state = OpenDSSState.DISABLED_SOLVE + + def just_solve(self): + """Solve without setting time or anything. Useful for commands.""" + assert ( + self._state != OpenDSSState.UNLOADED + and self._state != OpenDSSState.DISABLED_RUN + ), f"{self._state}" + dss.Text.Command("solve") + + def solve(self, hour, second): + """Solve at specified time. Must not be unloaded or disabled.""" + assert ( + self._state != OpenDSSState.UNLOADED + and self._state != OpenDSSState.DISABLED_RUN + ), f"{self._state}" + + dss.Text.Command( + f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} " + f"stepsize=0" + ) + dss.Text.Command("solve") + self._state = OpenDSSState.SOLVE_AT_TIME + def _ready_to_load_power(self, static): """Check if opendss state can actually calculate power.""" if static: @@ -683,6 +638,7 @@ def get_voltages_actual(self): return self._get_voltages() def _get_voltages(self): + """Get powers and put in order of self._AllNodeNames.""" assert ( self._state != OpenDSSState.DISABLED_RUN and self._state != OpenDSSState.UNLOADED @@ -698,12 +654,12 @@ def _get_voltages(self): res_feeder_voltages, {"ids": list(name_voltage_dict.keys())} ) - def change_obj(self, change_commands: CommandList): + def change_obj(self, change_commands: List[Command]): """set/get an object property. Parameters ---------- - change_commands: CommandList (List[Command]) + change_commands: List[Command] Examples @@ -711,7 +667,7 @@ def change_obj(self, change_commands: CommandList): ``change_obj(CommandList(__root__ = [Command('PVsystem.pv1','kVAr',25)]))`` """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" - for entry in change_commands.__root__: + for entry in change_commands: dss.Circuit.SetActiveElement( entry.obj_name ) # make the required element as active element @@ -724,36 +680,145 @@ def change_obj(self, change_commands: CommandList): ), f"{entry.obj_property} not in {properties} for {element_name}" dss.Text.Command(f"{entry.obj_name}.{entry.obj_property}={entry.val}") - def initial_disabled_solve(self): - """If run is disabled, then we can still solve at 0.0.""" - assert self._state == OpenDSSState.DISABLED_RUN, f"{self._state}" - hour = 0 - second = 0 - dss.Text.Command( - f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} " - f"stepsize=0" + def create_inverter(self, pvsystem_set: Set[str]): + """Create new inverter from set of pvsystem. + + Parameters + ---------- + pvsystem_set: Set[str] + Set of pvsystems to assign to inverter. Currently only 1 or all + can be added. This cannot be changed or deleted at present. + + Returns + ------- + name of inverter with ``InvControl.`` prefix: str + + Warnings and Caveats + -------------------- + Using multiple pvsystems will issue a warning, since + more OpenDSS nodes can be created, which will break + more getter functions. + + New inverters cannot be assigned new lists. + + This only works with the legacy InvControl settings + """ + assert all( + pvsystem not in self._pvsystem_to_inverter and pvsystem in self._pvsystems + for pvsystem in pvsystem_set + ), f"PVsystem(s) {pvsystem_set} is already assigned inverter or may not exist" + name = f"InvControl.invgenerated{self._inverter_counter}" + # May need PVsystemlist + assert all( + pv_name.split(".")[0].lower() == "pvsystem" for pv_name in pvsystem_set ) - dss.Text.Command("solve") - self._state = OpenDSSState.DISABLED_SOLVE + if pvsystem_set == self._pvsystems: + # This provides more stable behavior in the "default" case. + pvlist = "" + else: + if len(pvsystem_set) != 1: + logging.error( + """Controlling mulitple pvsystems manually results in unstable + behavior when the number of phases differ""" + ) + pvlist = ", ".join(pv_name.split(".")[1] for pv_name in pvsystem_set) + dss.Text.Command(f"New {name} PVsystemList=[{pvlist}]") + self._inverter_counter += 1 + self._inverters.add(name) + for pvsystem in pvsystem_set: + self._pvsystem_to_inverter[pvsystem] = name + self._inverter_to_pvsystems[name] = pvsystem_set + return name - def just_solve(self): - """Solve without setting time or anything. Useful for commands.""" - assert ( - self._state != OpenDSSState.UNLOADED - and self._state != OpenDSSState.DISABLED_RUN - ), f"{self._state}" - dss.Text.Command("solve") + def create_xy_curve(self, x, y): + """Create xy curve given two lists or arrays of floats. - def solve(self, hour, second): - """Solve at specified time. Must not be unloaded or disabled.""" - assert ( - self._state != OpenDSSState.UNLOADED - and self._state != OpenDSSState.DISABLED_RUN - ), f"{self._state}" + Returns + ------- + name : str + """ + name = f"XYcurve.xygenerated{self._xycurve_counter}" + npts = len(x) + assert len(x) == len(y), "Length of curves do not match" + x_str = ",".join(str(i) for i in x) + y_str = ",".join(str(i) for i in y) + dss.Text.Command(f"New {name} npts={npts} Yarray=({y_str}) Xarray=({x_str})") + self._xycurve_counter += 1 + return name - dss.Text.Command( - f"set mode=yearly loadmult=1 number=1 hour={hour} sec={second} " - f"stepsize=0" + def set_properties_to_inverter(self, inverter: str, inv_control: InverterControl): + """Modify a legacy InvControl object.""" + if inv_control.vvcontrol is not None: + vvc_curve = self.create_xy_curve( + inv_control.vvcontrol.voltage, inv_control.vvcontrol.reactive_response + ) + dss.Text.Command(f"{inverter}.vvc_curve1={vvc_curve.split('.')[1]}") + dss.Text.Command( + f"{inverter}.deltaQ_factor={inv_control.vvcontrol.deltaq_factor}" + ) + dss.Text.Command( + f"{inverter}.VarChangeTolerance={inv_control.vvcontrol.varchangetolerance}" + ) + dss.Text.Command( + f"{inverter}.VoltageChangeTolerance={inv_control.vvcontrol.voltagechangetolerance}" + ) + dss.Text.Command( + f"{inverter}.VV_RefReactivePower={inv_control.vvcontrol.vv_refreactivepower}" + ) + if inv_control.vwcontrol is not None: + vw_curve = self.create_xy_curve( + inv_control.vwcontrol.voltage, inv_control.vwcontrol.power_response, + ) + dss.Text.Command(f"{inverter}.voltwatt_curve={vw_curve.split('.')[1]}") + dss.Text.Command( + f"{inverter}.deltaP_factor={inv_control.vwcontrol.deltap_factor}" + ) + if inv_control.mode == InverterControlMode.voltvar_voltwatt: + dss.Text.Command(f"{inverter}.CombiMode = VV_VW") + else: + dss.Text.Command(f"{inverter}.Mode = {inv_control.mode.value}") + + def apply_inverter_control(self, inv_control: InverterControl): + """Apply inverter control to OpenDSS. + + Create InvControl if necessary and modifies it. + + Parameters + ---------- + inv_control: InverterControl + + Returns + ------- + name of inverter with ``InvControl.`` prefix: str + + Warnings and Caveats + -------------------- + Using multiple pvsystems will issue a warning, since + more OpenDSS nodes can be created, which will break + more getter functions. + + New inverters cannot be assigned new lists. + + This only works with the legacy InvControl settings, + volt var, volt watt, and volt-var volt-watt combined mode. + """ + if inv_control.pvsystem_list is None: + pvsystem_set = self._pvsystems + else: + pvsystem_set = set(inv_control.pvsystem_list) + inverter_set = set( + self._pvsystem_to_inverter[pvsystem] + for pvsystem in pvsystem_set + if pvsystem in self._pvsystem_to_inverter ) - dss.Text.Command("solve") - self._state = OpenDSSState.SOLVE_AT_TIME + if len(inverter_set) == 1: + (inverter,) = inverter_set + else: + inverter = self.create_inverter(pvsystem_set) + + assert ( + self._inverter_to_pvsystems[inverter] == pvsystem_set + ), f"{self._inverter_to_pvsystems[inverter]} does not match {pvsystem_set} for {inverter}" + + self.set_properties_to_inverter(inverter, inv_control) + return inverter diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index eb04fca..451d32c 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -317,7 +317,7 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str change_obj_cmds = CommandList.parse_obj(sub_command_set.json) - sim.change_obj(change_obj_cmds) + sim.change_obj(change_obj_cmds.__root__) logger.info( f"Solve at hour {floored_timestamp.hour} second" f"{60*floored_timestamp.minute + floored_timestamp.second}" From 2767ca2ddcb8ed9e24243db355327588d86fd5ce Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Thu, 4 May 2023 09:32:20 -0600 Subject: [PATCH 39/47] Add inverter control to main loop --- LocalFeeder/FeederSimulator.py | 2 +- LocalFeeder/component_definition.json | 3 ++- LocalFeeder/sender_cosim.py | 22 ++++++++++++++++++++-- LocalFeeder/tests/test_feeder.py | 16 +++++++--------- 4 files changed, 30 insertions(+), 13 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 0e0f52d..5315d5a 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -664,7 +664,7 @@ def change_obj(self, change_commands: List[Command]): Examples -------- - ``change_obj(CommandList(__root__ = [Command('PVsystem.pv1','kVAr',25)]))`` + ``change_obj([Command('PVsystem.pv1','kVAr',25)])`` """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" for entry in change_commands: diff --git a/LocalFeeder/component_definition.json b/LocalFeeder/component_definition.json index f7e0d38..af9bdaf 100644 --- a/LocalFeeder/component_definition.json +++ b/LocalFeeder/component_definition.json @@ -9,7 +9,8 @@ {"type": "", "port_id": "start_time_index"} ], "dynamic_inputs": [ - {"type": "CommandList", "port_id": "change_commands", "optional": true} + {"type": "CommandList", "port_id": "change_commands", "optional": true}, + {"type": "InverterControlList", "port_id": "inv_control", "optional": true} ], "dynamic_outputs": [ {"type": "VoltagesMagnitude", "port_id": "voltages_magnitude"}, diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 451d32c..4c11545 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -24,7 +24,12 @@ ) from scipy.sparse import coo_matrix -from FeederSimulator import CommandList, FeederConfig, FeederSimulator +from FeederSimulator import ( + CommandList, + InverterControlList, + FeederConfig, + FeederSimulator +) logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -295,6 +300,15 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str sub_command_set.set_default("[]") sub_command_set.option["CONNECTION_OPTIONAL"] = 1 + inv_control_key = ( + "unused/inv_control" + if "" not in input_mapping + else input_mapping["inv_control"] + ) + sub_invcontrol = vfed.register_subscription(inv_control_key, "") + sub_invcontrol.set_default("[]") + sub_invcontrol.option["CONNECTION_OPTIONAL"] = 1 + h.helicsFederateEnterExecutingMode(vfed) initial_data = get_initial_data(sim, config) @@ -316,8 +330,12 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str ) + timedelta(seconds=current_index * config.run_freq_sec) change_obj_cmds = CommandList.parse_obj(sub_command_set.json) - sim.change_obj(change_obj_cmds.__root__) + + inverter_controls = InverterControlList.parse_obj(sub_invcontrol.json) + for inv_control in inverter_controls.__root__: + sim.apply_inverter_control(inv_control) + logger.info( f"Solve at hour {floored_timestamp.hour} second" f"{60*floored_timestamp.minute + floored_timestamp.second}" diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 8b12977..f860c65 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -386,15 +386,13 @@ def test_controls(federate_config): # Try setting current power to half of that. assert abs(power_real.values[pv_system_index]) > 0.01 sim.change_obj( - FeederSimulator.CommandList( - __root__=[ - FeederSimulator.Command( - obj_name="PVSystem.113", - obj_property="%Pmpp", - val=5, # power_real.values[pv_system_index] / 2, - ) - ] - ) + [ + FeederSimulator.Command( + obj_name="PVSystem.113", + obj_property="%Pmpp", + val=5, # power_real.values[pv_system_index] / 2, + ) + ] ) # dss.Text.Command("PVsystem.113.PF=0.01") # Check properties in AllPropertyNames in CktElement or just Element From 7463f3a553133e4e922243f1a77d97fa62c3f284 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Tue, 30 May 2023 13:05:46 -0600 Subject: [PATCH 40/47] Update FeederSimulator --- LocalFeeder/FeederSimulator.py | 89 ++------------------------------ LocalFeeder/sender_cosim.py | 62 +++++++++++----------- LocalFeeder/tests/test_feeder.py | 44 +++++++++------- 3 files changed, 58 insertions(+), 137 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 5315d5a..e471566 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -7,7 +7,7 @@ import time from enum import Enum from time import strptime -from typing import Any, Dict, List, Optional, Set +from typing import Dict, List, Set import boto3 import numpy as np @@ -15,7 +15,8 @@ import xarray as xr from botocore import UNSIGNED from botocore.config import Config -from pydantic import BaseModel, root_validator +from oedisi.types.data_types import Command, InverterControl, InverterControlMode +from pydantic import BaseModel from scipy.sparse import coo_matrix, csc_matrix from dss_functions import ( @@ -62,90 +63,6 @@ class FeederConfig(BaseModel): use_sparse_admittance: bool = False -class Command(BaseModel): - """JSON Configuration for external object commands. - - obj_name -- name of the object. - obj_prop -- name of the property. - obj_val -- val of the property. - """ - - obj_name: str - obj_property: str - val: Any - - -class CommandList(BaseModel): - """List[Command] with JSON parsing.""" - - __root__: List[Command] - - -class ReactivePowerSetting(Enum): - """Reactive power setting, almost always VARAVAL_WATTS.""" - - VARAVAL_WATTS = "VARAVAL_WATTS" - VARMAX_VARS = "VARMAX_VARS" - VARMAX_WATTS = "VARMAX_WATTS" - - -class InverterControlMode(Enum): - """Inverter control mode.""" - - voltvar = "VOLTVAR" - voltwatt = "VOLTWATT" - voltvar_voltwatt = "VV_VW" - - -class VVControl(BaseModel): - """OpenDSS setting for volt-var control.""" - - deltaq_factor: float = 0.7 - varchangetolerance: float = 0.025 - voltagechangetolerance: float = 0.0001 - vv_refreactivepower: ReactivePowerSetting = ReactivePowerSetting.VARAVAL_WATTS - voltage: List[float] # p.u. in V - reactive_response: List[float] # p.u. in VArs - - -class VWControl(BaseModel): - """OpenDSS setting for volt-watt control.""" - - deltap_factor: float = 1.0 - voltage: List[float] # p.u. in V - power_response: List[float] # p.u. in VArs - - -class InverterControl(BaseModel): - """InverterControl with volt-var control and/or volt-watt control.""" - - pvsystem_list: Optional[List[str]] = None - vvcontrol: Optional[VVControl] = None - vwcontrol: Optional[VWControl] = None - mode: InverterControlMode = InverterControlMode.voltvar - - @root_validator(pre=True) - def check_mode(cls, values): - """Make sure that mode reflects vvcontrol and vwcontrol data.""" - if "mode" not in values or ( - values["mode"] == InverterControlMode.voltvar - or values["mode"] == InverterControlMode.voltvar_voltwatt - ): - assert "vvcontrol" in values and values["vvcontrol"] is not None - if "mode" in values and ( - values["mode"] == InverterControlMode.voltwatt - or values["mode"] == InverterControlMode.voltvar_voltwatt - ): - assert "vwcontrol" in values and values["vwcontrol"] is not None - return values - - -class InverterControlList(BaseModel): - """List[InverterControl] with JSON parsing.""" - - __root__: List[InverterControl] - - class OpenDSSState(Enum): """Enum of all OpenDSSStates traversed in a simulation.""" diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 4c11545..1a15fd7 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -9,10 +9,13 @@ import numpy as np import numpy.typing as npt import xarray as xr -from gadal.gadal_types.data_types import ( +from oedisi.types.data_types import ( AdmittanceMatrix, AdmittanceSparse, + CommandList, + EquipmentNodeArray, Injection, + InverterControlList, MeasurementArray, PowersImaginary, PowersReal, @@ -24,12 +27,7 @@ ) from scipy.sparse import coo_matrix -from FeederSimulator import ( - CommandList, - InverterControlList, - FeederConfig, - FeederSimulator -) +from FeederSimulator import FeederConfig, FeederSimulator logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -85,10 +83,6 @@ def xarray_to_powers(data, **kwargs): def concat_measurement_arrays(*ps: MeasurementArray): """Concatenate list of measurements into one.""" - equipment_type = None - if all((p.equipment_type is not None for p in ps)): - equipment_type = [e for p in ps for e in p.equipment_type] - accuracy = None if all((p.accuracy is not None for p in ps)): accuracy = [e for p in ps for e in p.accuracy] @@ -101,31 +95,35 @@ def concat_measurement_arrays(*ps: MeasurementArray): assert all(ps[0].time == p.time for p in ps) - return ps[0].__class__( - values=[v for p in ps for v in p.values], - ids=[id for p in ps for id in p.ids], - units=ps[0].units, - equipment_type=equipment_type, - accuracy=accuracy, - bad_data_threshold=bad_data_threshold, - time=ps[0].time, - ) + if all((isinstance(p, EquipmentNodeArray) for p in ps)): + equipment_ids = [e for p in ps for e in p.equipment_ids] + + return ps[0].__class__( + values=[v for p in ps for v in p.values], + ids=[id for p in ps for id in p.ids], + equipment_ids=equipment_ids, + units=ps[0].units, + accuracy=accuracy, + bad_data_threshold=bad_data_threshold, + time=ps[0].time, + ) + else: + return ps[0].__class__( + values=[v for p in ps for v in p.values], + ids=[id for p in ps for id in p.ids], + units=ps[0].units, + accuracy=accuracy, + bad_data_threshold=bad_data_threshold, + time=ps[0].time, + ) def get_powers(PQ_load, PQ_PV, PQ_gen, PQ_cap): """Turn xararys into PowersReal and PowersImaginary.""" - PQ_load_real, PQ_load_imag = xarray_to_powers( - PQ_load, equipment_type=["Load"] * len(PQ_load) - ) - PQ_PV_real, PQ_PV_imag = xarray_to_powers( - PQ_PV, equipment_type=["PVSystem"] * len(PQ_PV) - ) - PQ_gen_real, PQ_gen_imag = xarray_to_powers( - PQ_gen, equipment_type=["Generator"] * len(PQ_gen) - ) - PQ_cap_real, PQ_cap_imag = xarray_to_powers( - PQ_cap, equipment_type=["Capacitor"] * len(PQ_cap) - ) + PQ_load_real, PQ_load_imag = xarray_to_powers(PQ_load) + PQ_PV_real, PQ_PV_imag = xarray_to_powers(PQ_PV) + PQ_gen_real, PQ_gen_imag = xarray_to_powers(PQ_gen) + PQ_cap_real, PQ_cap_imag = xarray_to_powers(PQ_cap) power_real = concat_measurement_arrays( PQ_load_real, PQ_PV_real, PQ_gen_real, PQ_cap_real diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index f860c65..caaf6d4 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -7,13 +7,18 @@ import plotille import pytest import xarray as xr -from gadal.gadal_types.data_types import MeasurementArray +from oedisi.types.data_types import ( + EquipmentNodeArray, + InverterControl, + InverterControlMode, + VVControl, + VWControl, +) sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__)))) import FeederSimulator import sender_cosim -from FeederSimulator import InverterControl, InverterControlMode, VVControl, VWControl from sender_cosim import agg_to_ids @@ -194,13 +199,8 @@ def getting_and_concatentating_data(sim): PQ_gen = sim.get_PQs_gen(static=True) PQ_cap = sim.get_PQs_cap(static=True) - n_nodes = len(PQ_load) - pv_real, pv_imag = sender_cosim.xarray_to_powers( - PQ_PV, equipment_type=["PVSystem"] * n_nodes - ) - gen_real, gen_imag = sender_cosim.xarray_to_powers( - PQ_gen, equipment_type=["Generator"] * n_nodes - ) + pv_real, pv_imag = sender_cosim.xarray_to_powers(PQ_PV) + gen_real, gen_imag = sender_cosim.xarray_to_powers(PQ_gen) test_real = sender_cosim.concat_measurement_arrays(pv_real, gen_real) assert test_real.values[5] == PQ_PV.data[5].real assert test_real.ids[5] == PQ_PV.ids.data[5] @@ -337,14 +337,14 @@ def simulation_middle(sim, Y): assert len(bad_bus_names) == 0 -def equipment_indices_on_measurement_array( - measurement_array: MeasurementArray, equipment_type: str +def equipment_indices_on_equipment_node_array( + equipment_node_array: EquipmentNodeArray, equipment_type: str ): return map( lambda iv: iv[0], filter( - lambda iv: iv[1] == equipment_type, - enumerate(measurement_array.equipment_type), + lambda iv: iv[1].startswith(equipment_type), + enumerate(equipment_node_array.equipment_ids), ), ) @@ -369,19 +369,21 @@ def test_controls(federate_config): # Find first with equipment type = PVSystem power_real = current_data.injections.power_real pv_system_indices = list( - equipment_indices_on_measurement_array(power_real, "PVSystem") + equipment_indices_on_equipment_node_array(power_real, "PVSystem") ) max_index = np.argmax(np.abs([power_real.values[i] for i in pv_system_indices])) pv_system_index = pv_system_indices[max_index] pv_system_index = None for i in range(len(power_real.ids)): - if power_real.ids[i] == "113.1" and power_real.equipment_type[i] == "PVSystem": + if power_real.ids[i] == "113.1" and power_real.equipment_ids[i].startswith( + "PVSystem" + ): pv_system_index = i break assert pv_system_index is not None print( - f"{power_real.ids[pv_system_index]} {power_real.equipment_type[pv_system_index]}" + f"{power_real.ids[pv_system_index]} {power_real.equipment_ids[pv_system_index]}" ) # Try setting current power to half of that. assert abs(power_real.values[pv_system_index]) > 0.01 @@ -416,11 +418,11 @@ def test_controls(federate_config): for i in bad_indices: print( - f"Old: {power_real.equipment_type[i]} {power_real.ids[i]} " + f"Old: {power_real.equipment_ids[i]} {power_real.ids[i]} " f"{power_real.values[i]}" ) print( - f"New: {new_power_real.equipment_type[i]} {new_power_real.ids[i]} " + f"New: {new_power_real.equipment_ids[i]} {new_power_real.ids[i]} " f"{new_power_real.values[i]}" ) @@ -440,6 +442,7 @@ def test_inv_control(federate_config): test_inverter_data = InverterControl( pvsystem_list=["PVSystem.113"], vvcontrol=VVControl( + deltaq_factor=0.7, voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], reactive_response=[1, 1, 1, 1, 1, 1], ), @@ -475,8 +478,9 @@ def test_inv_control(federate_config): test_inverter_data = InverterControl( pvsystem_list=["PVSystem.113"], vvcontrol=VVControl( + deltaq_factor=0.7, voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], - reactive_response=[0, 0, 0, 0, 0, 0], + reactive_response=[0.0, 0.0, 0.0, 0.0, 0.0, 0.0], ), ) @@ -535,10 +539,12 @@ def test_inv_combined_control(federate_config): test_inverter_data = InverterControl( vvcontrol=VVControl( + deltaq_factor=0.7, voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], reactive_response=[1, 1, 1, 1, 1, 1], ), vwcontrol=VWControl( + deltap_factor=1.0, voltage=[0.5, 0.945, 0.97, 0.99, 1.045, 1.50], power_response=[0.1, 0.1, 0.1, 0.1, 0.1, 0.1], ), From 53c779af1583efdb21a0ee5463d8ca611ef15df4 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Tue, 30 May 2023 13:34:13 -0600 Subject: [PATCH 41/47] Get it working with new version--some discrepencies in measurement... --- Dockerfile | 4 +- LocalFeeder/sender_cosim.py | 6 ++- measuring_federate/measuring_federate.py | 56 +++++++++++++++--------- post_analysis.py | 2 +- recorder/record_subscription.py | 2 +- requirements.txt | 2 +- wls_federate/state_estimator_federate.py | 6 +-- 7 files changed, 47 insertions(+), 31 deletions(-) diff --git a/Dockerfile b/Dockerfile index 653639a..fbfc6a2 100644 --- a/Dockerfile +++ b/Dockerfile @@ -19,5 +19,5 @@ RUN mkdir -p outputs build COPY requirements.txt . RUN pip install -r requirements.txt -RUN gadal build --system docker_system.json -ENTRYPOINT ["gadal", "run"] +RUN oedisi build --system docker_system.json +ENTRYPOINT ["oedisi", "run"] diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 1a15fd7..7956b2b 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -383,14 +383,16 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str ).json() ) pub_powers_real.publish( - PowersReal( + MeasurementArray( **xarray_to_dict(current_data.PQ_injections_all.real), + units = "kW", time=current_timestamp, ).json() ) pub_powers_imag.publish( - PowersImaginary( + MeasurementArray( **xarray_to_dict(current_data.PQ_injections_all.imag), + units = "kVAR", time=current_timestamp, ).json() ) diff --git a/measuring_federate/measuring_federate.py b/measuring_federate/measuring_federate.py index bfbdb2f..bdde519 100644 --- a/measuring_federate/measuring_federate.py +++ b/measuring_federate/measuring_federate.py @@ -6,7 +6,7 @@ import scipy.io import json from datetime import datetime -from gadal.gadal_types.data_types import MeasurementArray +from oedisi.types.data_types import MeasurementArray, EquipmentNodeArray logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) @@ -27,27 +27,41 @@ def get_indices(labelled_array, indices): return [inv_map[v] for v in labelled_array.ids] -def reindex(measurement_array, indices): +def reindex(measurement_array: MeasurementArray, indices): inv_map = {v: i for i, v in enumerate(measurement_array.ids)} - for i in inv_map: - logger.debug(i) - return MeasurementArray( - values=[measurement_array.values[inv_map[i]] for i in indices], - ids=indices, - units=measurement_array.units, - equipment_type=measurement_array.equipment_type, - time=measurement_array.time, - ) - - -def apply(f, measurement_array): - return MeasurementArray( - values=list(map(f, measurement_array.values)), - ids=measurement_array.ids, - units=measurement_array.units, - equipment_type=measurement_array.equipment_type, - time=measurement_array.time, - ) + if isinstance(measurement_array, EquipmentNodeArray): + return measurement_array.__class__( + values=[measurement_array.values[inv_map[i]] for i in indices], + ids=indices, + units=measurement_array.units, + equipment_ids=[measurement_array.equipment_ids[inv_map[i]] for i in indices], + time=measurement_array.time, + ) + else: + return measurement_array.__class__( + values=[measurement_array.values[inv_map[i]] for i in indices], + ids=indices, + units=measurement_array.units, + time=measurement_array.time, + ) + + +def apply(f, measurement_array: MeasurementArray): + if isinstance(measurement_array, EquipmentNodeArray): + return measurement_array.__class__( + values=list(map(f, measurement_array.values)), + ids=measurement_array.ids, + units=measurement_array.units, + equipment_ids=measurement_array.equipment_ids, + time=measurement_array.time, + ) + else: + return measurement_array.__class__( + values=list(map(f, measurement_array.values)), + ids=measurement_array.ids, + units=measurement_array.units, + time=measurement_array.time, + ) class MeasurementRelay: diff --git a/post_analysis.py b/post_analysis.py index b357606..b8b6837 100644 --- a/post_analysis.py +++ b/post_analysis.py @@ -5,7 +5,7 @@ import pandas as pd import json import os -from gadal.gadal_types.data_types import MeasurementArray, AdmittanceMatrix, Topology +from oedisi.types.data_types import MeasurementArray, AdmittanceMatrix, Topology import argparse diff --git a/recorder/record_subscription.py b/recorder/record_subscription.py index c94def0..7038491 100644 --- a/recorder/record_subscription.py +++ b/recorder/record_subscription.py @@ -8,7 +8,7 @@ import csv import pyarrow as pa from datetime import datetime -from gadal.gadal_types.data_types import MeasurementArray +from oedisi.types.data_types import MeasurementArray logger = logging.getLogger(__name__) logger.addHandler(logging.StreamHandler()) diff --git a/requirements.txt b/requirements.txt index 15ad6fa..41cfdcd 100644 --- a/requirements.txt +++ b/requirements.txt @@ -9,4 +9,4 @@ pandas OpenDSSDirect.py[extras]==0.7.0 boto3 xarray -git+https://github.com/openEDI/GADAL@v0.2.4#egg=gadal +oedisi==1.0.0 diff --git a/wls_federate/state_estimator_federate.py b/wls_federate/state_estimator_federate.py index 2d08d72..f34a653 100644 --- a/wls_federate/state_estimator_federate.py +++ b/wls_federate/state_estimator_federate.py @@ -16,7 +16,7 @@ from typing import List, Optional, Union from scipy.optimize import least_squares from datetime import datetime -from gadal.gadal_types.data_types import ( +from oedisi.types.data_types import ( AdmittanceSparse, MeasurementArray, AdmittanceMatrix, @@ -337,8 +337,8 @@ def run(self): logger.info("start time: " + str(datetime.now())) voltages = VoltagesMagnitude.parse_obj(self.sub_voltages_magnitude.json) - power_Q = PowersImaginary.parse_obj(self.sub_power_Q.json) - power_P = PowersReal.parse_obj(self.sub_power_P.json) + power_Q = MeasurementArray.parse_obj(self.sub_power_Q.json) + power_P = MeasurementArray.parse_obj(self.sub_power_P.json) knownP = get_indices(topology, power_P) knownQ = get_indices(topology, power_Q) knownV = get_indices(topology, voltages) From 3b9fdf1569e84101b65ed862766ab6b9d04c0157 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Tue, 30 May 2023 15:49:42 -0600 Subject: [PATCH 42/47] Switch to using PowersReal and PowersImaginary again --- LocalFeeder/sender_cosim.py | 12 +++++++----- LocalFeeder/tests/test_feeder.py | 2 ++ measuring_federate/measuring_federate.py | 5 ++++- wls_federate/state_estimator_federate.py | 4 ++-- 4 files changed, 15 insertions(+), 8 deletions(-) diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 7956b2b..7c0c97a 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -223,7 +223,9 @@ def get_current_data(sim: FeederSimulator, Y): power_real, power_imaginary = get_powers(-PQ_load, -PQ_PV, -PQ_gen, -PQ_cap) injections = Injection(power_real=power_real, power_imaginary=power_imaginary) - ids = xr.DataArray(sim._AllNodeNames, coords={"ids": sim._AllNodeNames}) + ids = xr.DataArray(sim._AllNodeNames, coords={ + "ids": sim._AllNodeNames, + }) PQ_injections_all = ( agg_to_ids(PQ_load, ids) + agg_to_ids(PQ_PV, ids) @@ -231,9 +233,11 @@ def get_current_data(sim: FeederSimulator, Y): + agg_to_ids(PQ_cap, ids) ) + PQ_injections_all = PQ_injections_all.assign_coords(equipment_ids=('ids', list(map(lambda x: x.split(".")[0], sim._AllNodeNames)))) calculated_power = ( feeder_voltages * (Y.conjugate() @ feeder_voltages.conjugate()) / 1000 ) + PQ_injections_all[sim._source_indexes] = -calculated_power[sim._source_indexes] return CurrentData( feeder_voltages=feeder_voltages, @@ -383,16 +387,14 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str ).json() ) pub_powers_real.publish( - MeasurementArray( + PowersReal( **xarray_to_dict(current_data.PQ_injections_all.real), - units = "kW", time=current_timestamp, ).json() ) pub_powers_imag.publish( - MeasurementArray( + PowersImaginary( **xarray_to_dict(current_data.PQ_injections_all.imag), - units = "kVAR", time=current_timestamp, ).json() ) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index caaf6d4..23a43e5 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -304,6 +304,8 @@ def simulation_middle(sim, Y): assert len(current_data.injections.power_real.values) == len( current_data.injections.power_real.ids ) + + assert '113' in current_data.PQ_injections_all.equipment_ids.data df = pd.DataFrame( { "p": current_data.PQ_injections_all.real, diff --git a/measuring_federate/measuring_federate.py b/measuring_federate/measuring_federate.py index bdde519..5d5acae 100644 --- a/measuring_federate/measuring_federate.py +++ b/measuring_federate/measuring_federate.py @@ -113,7 +113,10 @@ def run(self): while granted_time < h.HELICS_TIME_MAXTIME: logger.info("start time: " + str(datetime.now())) json_data = self.sub_measurement.json - measurement = MeasurementArray(**json_data) + if "equipment_ids" in json_data: + measurement = EquipmentNodeArray.parse_obj(json_data) + else: + measurement = MeasurementArray.parse_obj(json_data) with open(self.measurement_file, "r") as fp: self.measurement = json.load(fp) diff --git a/wls_federate/state_estimator_federate.py b/wls_federate/state_estimator_federate.py index f34a653..77b6e3f 100644 --- a/wls_federate/state_estimator_federate.py +++ b/wls_federate/state_estimator_federate.py @@ -337,8 +337,8 @@ def run(self): logger.info("start time: " + str(datetime.now())) voltages = VoltagesMagnitude.parse_obj(self.sub_voltages_magnitude.json) - power_Q = MeasurementArray.parse_obj(self.sub_power_Q.json) - power_P = MeasurementArray.parse_obj(self.sub_power_P.json) + power_P = PowersReal.parse_obj(self.sub_power_P.json) + power_Q = PowersImaginary.parse_obj(self.sub_power_Q.json) knownP = get_indices(topology, power_P) knownQ = get_indices(topology, power_Q) knownV = get_indices(topology, voltages) From 48de3a98ec81c042bd85561743e2af3d1e29cc18 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Tue, 30 May 2023 21:18:51 -0600 Subject: [PATCH 43/47] Add profile changes --- LocalFeeder/FeederSimulator.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index e471566..467675b 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -117,7 +117,7 @@ def __init__(self, config: FeederConfig): if self._use_smartds: self._feeder_file = os.path.join("opendss", "Master.dss") if not os.path.isfile(os.path.join("opendss", "Master.dss")): - self.download_data("oedi-data-lake") + self.download_data("oedi-data-lake", update_loadshape_location=True) self.load_feeder() self.create_measurement_lists() else: From fad533e1655a56c1fdbc0d5f7ccb0aedeab5b9c9 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 31 May 2023 08:47:31 -0600 Subject: [PATCH 44/47] Update and switch to using exisitng_feeder_file for cacheing --- LocalFeeder/FeederSimulator.py | 28 ++++++++++++++++------------ 1 file changed, 16 insertions(+), 12 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 467675b..6d39c2b 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -7,7 +7,7 @@ import time from enum import Enum from time import strptime -from typing import Dict, List, Set +from typing import Dict, List, Set, Optional import boto3 import numpy as np @@ -54,7 +54,8 @@ class FeederConfig(BaseModel): use_smartds: bool = False profile_location: str opendss_location: str - sensor_location: str = "" + existing_feeder_file: Optional[str] = None + sensor_location: Optional[str] = None start_date: str number_of_timesteps: float run_freq_sec: float = 15 * 60 @@ -114,17 +115,20 @@ def __init__(self, config: FeederConfig): self._vmult = 0.001 self._simulation_time_step = "15m" - if self._use_smartds: - self._feeder_file = os.path.join("opendss", "Master.dss") - if not os.path.isfile(os.path.join("opendss", "Master.dss")): + if config.existing_feeder_file is None: + if self._use_smartds: + self._feeder_file = os.path.join("opendss", "Master.dss") self.download_data("oedi-data-lake", update_loadshape_location=True) - self.load_feeder() - self.create_measurement_lists() - else: - self._feeder_file = os.path.join("opendss", "master.dss") - if not os.path.isfile(os.path.join("opendss", "master.dss")): + else: + self._feeder_file = os.path.join("opendss", "master.dss") self.download_data("gadal") - self.load_feeder() + else: + self._feeder_file = config.existing_feeder_file + + self.load_feeder() + + if self._sensor_location is None: + self.create_measurement_lists() self.snapshot_run() assert self._state == OpenDSSState.SNAPSHOT_RUN, f"{self._state}" @@ -192,7 +196,7 @@ def download_data(self, bucket_name, update_loadshape_location=False): os.makedirs(os.path.dirname(output_location), exist_ok=True) bucket.download_file(obj.key, output_location) - if sensor_location != "": + if sensor_location is not None: output_location = os.path.join("sensors", os.path.basename(sensor_location)) if not os.path.exists(os.path.dirname(output_location)): os.makedirs(os.path.dirname(output_location)) From aa0a11b585de15d927d34ba7a85c61c45908da23 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 31 May 2023 08:53:19 -0600 Subject: [PATCH 45/47] Fix typo in solve log --- LocalFeeder/sender_cosim.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index 7c0c97a..d1a1bba 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -339,7 +339,7 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str sim.apply_inverter_control(inv_control) logger.info( - f"Solve at hour {floored_timestamp.hour} second" + f"Solve at hour {floored_timestamp.hour} second " f"{60*floored_timestamp.minute + floored_timestamp.second}" ) sim.solve( From e086b0ff783c88198d41c0bf8eb0a00b292287e3 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 31 May 2023 11:21:40 -0600 Subject: [PATCH 46/47] Fix workflow and README names --- .github/workflows/docker-test.yml | 8 ++++---- .github/workflows/test-api.yml | 4 ++-- README.md | 22 +++++++++++----------- 3 files changed, 17 insertions(+), 17 deletions(-) diff --git a/.github/workflows/docker-test.yml b/.github/workflows/docker-test.yml index 6d85056..d834fa5 100644 --- a/.github/workflows/docker-test.yml +++ b/.github/workflows/docker-test.yml @@ -14,7 +14,7 @@ jobs: - name: build docker container shell: bash run: | - docker build --progress=plain -t gadal-example:0.0.0 . + docker build --progress=plain -t oedisi-example:0.0.0 . env: SSH_KEY: ${{secrets.SGIDAL_CLONE_KEY}} DOCKER_BUILDKIT: '1' @@ -22,8 +22,8 @@ jobs: shell: bash run: | mkdir outputs_build - docker volume create --name gadal_output --opt type=none --opt device=$(pwd)/outputs_build --opt o=bind - docker run --rm --mount source=gadal_output,target=/simulation/outputs gadal-example:0.0.0 + docker volume create --name oedisi_output --opt type=none --opt device=$(pwd)/outputs_build --opt o=bind + docker run --rm --mount source=oedisi_output,target=/simulation/outputs oedisi-example:0.0.0 - name: Set up Python ${{ matrix.python-version }} uses: conda-incubator/setup-miniconda@v2 with: @@ -33,7 +33,7 @@ jobs: shell: bash -l {0} run: | pip install matplotlib pyarrow numpy matplotlib pandas - pip install git+https://github.com/openEDI/GADAL@v0.2.4#egg=gadal + pip install oedisi==1.0.0 python post_analysis.py outputs_build - name: Archive logs diff --git a/.github/workflows/test-api.yml b/.github/workflows/test-api.yml index 61d4a10..c3641a8 100644 --- a/.github/workflows/test-api.yml +++ b/.github/workflows/test-api.yml @@ -27,8 +27,8 @@ jobs: - name: Run example shell: bash -l {0} run: | - gadal build --system scenarios/docker_system.json - gadal run + oedisi build --system scenarios/docker_system.json + oedisi run python post_analysis.py - name: Archive logs uses: actions/upload-artifact@v2 diff --git a/README.md b/README.md index df75307..3bcbc77 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -# GADAL-example +# oedisi-example This example shows how to use the GADAL api to manage simulations. We also use it as a testing ground for the testing the combination of feeders, @@ -10,13 +10,13 @@ state estimation, and distributed OPF. ``` pip install -r requirements.txt ``` -2. Run `gadal build --system scenarios/docker_system.json` to initialize the system +2. Run `oedisi build --system scenarios/docker_system.json` to initialize the system defined in `scenarios/test_system.json` in a `build` directory. You can specify your own directory with `--system` and your own system json with `--system`. -3. Run `gadal run` +3. Run `oedisi run` 4. Analyze the results using `python post_analysis.py` This computes some percentage relative errors in magnitude (MAPE) and angle (MAE), @@ -31,15 +31,15 @@ If the simulation fails, you may **need** to kill the `helics_broker` manually b When debugging, you should check the `.log` files for errors. Error code `-9` usually occurs when it is killed by the broker as opposed to failing directly. -You can use the `gadal` CLI tools to help debug specific components or timing. +You can use the `oedisi` CLI tools to help debug specific components or timing. -- `gadal run-with-pause` -- `gadal debug-component --foreground feeder` +- `oedisi run-with-pause` +- `oedisi debug-component --foreground feeder` # Components All the required components are defined in folders within this repo. Each component -pulls types from `gadal.data_types`. +pulls types from `oedisi.types.data_types`. ![Block diagram of simulation](sgidal-example.png) @@ -85,7 +85,7 @@ information about the inputs and outputs of each component. We created component python scripts that matched these component descriptions and followed the GADAL API for configuration. -In order to use the data types from other federates, the `gadal.gadal_types` +In order to use the data types from other federates, the `oedisi.types` module is critical. If additional data is needed, then we recommend subclassing the pydantic models and adding the data in the required federates as needed. This ensures that others should still be able to parse your types if @@ -113,13 +113,13 @@ for each component with the right configuration. # Docker Container ``` -docker build -t gadal-example:0.0.0 . +docker build -t oedisi-example:0.0.0 . ``` To get a docker volume pointed at the right place locally, we have to run more commands ``` mkdir outputs_build -docker volume create --name gadal_output --opt type=none --opt device=$(PWD)/outputs_build --opt o=bind +docker volume create --name oedisi_output --opt type=none --opt device=$(PWD)/outputs_build --opt o=bind ``` If `pwd` is unavailable on your system, then you must specify the exact path. On windows, this will end up @@ -127,7 +127,7 @@ being `/c/Users/.../outputs_builds/`. You must use forward slashes. Then we can run the docker image: ``` -docker run --rm --mount source=gadal_output,target=/simulation/outputs gadal-example:0.0.0 +docker run --rm --mount source=oedisi_output,target=/simulation/outputs oedisi-example:0.0.0 ``` You can omit the docker volume parts as well as `--mount` if you do not care about the exact outputs. From cb9d092f6e9b5b49882c377ac6963421d8e5e567 Mon Sep 17 00:00:00 2001 From: Joseph McKinsey Date: Wed, 31 May 2023 15:19:21 -0600 Subject: [PATCH 47/47] Add load_y_matrix output --- LocalFeeder/FeederSimulator.py | 15 ++++++++++++--- LocalFeeder/component_definition.json | 3 ++- LocalFeeder/sender_cosim.py | 26 ++++++++++++++++++++++++++ LocalFeeder/tests/test_feeder.py | 27 +++++++++++++++++++++++++++ 4 files changed, 67 insertions(+), 4 deletions(-) diff --git a/LocalFeeder/FeederSimulator.py b/LocalFeeder/FeederSimulator.py index 6d39c2b..fac257e 100644 --- a/LocalFeeder/FeederSimulator.py +++ b/LocalFeeder/FeederSimulator.py @@ -139,6 +139,12 @@ def snapshot_run(self): Used for initialization. """ assert self._state != OpenDSSState.UNLOADED, f"{self._state}" + self.reenable() + dss.Text.Command("CalcVoltageBases") + dss.Text.Command("solve mode=snapshot") + self._state = OpenDSSState.SNAPSHOT_RUN + + def reenable(self): dss.Text.Command("Batchedit Load..* enabled=yes") dss.Text.Command("Batchedit Vsource..* enabled=yes") dss.Text.Command("Batchedit Isource..* enabled=yes") @@ -146,9 +152,6 @@ def snapshot_run(self): dss.Text.Command("Batchedit PVsystem..* enabled=yes") dss.Text.Command("Batchedit Capacitor..* enabled=yes") dss.Text.Command("Batchedit Storage..* enabled=no") - dss.Text.Command("CalcVoltageBases") - dss.Text.Command("solve mode=snapshot") - self._state = OpenDSSState.SNAPSHOT_RUN def download_data(self, bucket_name, update_loadshape_location=False): """Download data from bucket path.""" @@ -336,6 +339,12 @@ def get_load_y_matrix(self): dss.Text.Command("batchedit Load..* enabled=false") self._state = OpenDSSState.DISABLED_RUN + self.reenable() + + dss.Text.Command("CalcVoltageBases") + dss.Text.Command("set maxiterations=20") + dss.Text.Command("solve") + self._state = OpenDSSState.SOLVE_AT_TIME return coo_matrix( (Ymatrix.data, (permute[Ymatrix.row], permute[Ymatrix.col])), diff --git a/LocalFeeder/component_definition.json b/LocalFeeder/component_definition.json index af9bdaf..2c88254 100644 --- a/LocalFeeder/component_definition.json +++ b/LocalFeeder/component_definition.json @@ -19,6 +19,7 @@ {"type": "PowersReal", "port_id": "powers_real"}, {"type": "PowersImaginary", "port_id": "powers_imag"}, {"type": "Topology", "port_id": "topology"}, - {"type": "Injection", "port_id": "injections"} + {"type": "Injection", "port_id": "injections"}, + {"type": "", "port_id": "load_y_matrix"} ] } diff --git a/LocalFeeder/sender_cosim.py b/LocalFeeder/sender_cosim.py index d1a1bba..380104e 100644 --- a/LocalFeeder/sender_cosim.py +++ b/LocalFeeder/sender_cosim.py @@ -209,6 +209,7 @@ class CurrentData: PQ_injections_all: xr.core.dataarray.DataArray calculated_power: xr.core.dataarray.DataArray injections: Injection + load_y_matrix: Any def get_current_data(sim: FeederSimulator, Y): @@ -239,11 +240,14 @@ def get_current_data(sim: FeederSimulator, Y): ) PQ_injections_all[sim._source_indexes] = -calculated_power[sim._source_indexes] + + Y_load = sim.get_load_y_matrix() return CurrentData( feeder_voltages=feeder_voltages, PQ_injections_all=PQ_injections_all, calculated_power=calculated_power, injections=injections, + load_y_matrix=Y_load, ) @@ -292,6 +296,9 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str pub_injections = h.helicsFederateRegisterPublication( vfed, "injections", h.HELICS_DATA_TYPE_STRING, "" ) + pub_load_y_matrix = h.helicsFederateRegisterPublication( + vfed, "load_y_matrix", h.HELICS_DATA_TYPE_STRING, "" + ) command_set_key = ( "unused/change_commands" @@ -342,12 +349,15 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str f"Solve at hour {floored_timestamp.hour} second " f"{60*floored_timestamp.minute + floored_timestamp.second}" ) + + sim.snapshot_run() sim.solve( floored_timestamp.hour, 60 * floored_timestamp.minute + floored_timestamp.second, ) current_data = get_current_data(sim, initial_data.Y) + bad_bus_names = where_power_unbalanced( current_data.PQ_injections_all, current_data.calculated_power ) @@ -400,6 +410,22 @@ def go_cosim(sim: FeederSimulator, config: FeederConfig, input_mapping: Dict[str ) pub_injections.publish(current_data.injections.json()) + if config.use_sparse_admittance: + pub_load_y_matrix.publish( + sparse_to_admittance_sparse( + current_data.load_y_matrix, sim._AllNodeNames + ).json() + ) + else: + pub_load_y_matrix.publish( + AdmittanceMatrix( + admittance_matrix=numpy_to_y_matrix( + current_data.load_y_matrix.toarray() + ), + ids=sim._AllNodeNames + ).json() + ) + logger.info("end time: " + str(datetime.now())) h.helicsFederateDisconnect(vfed) diff --git a/LocalFeeder/tests/test_feeder.py b/LocalFeeder/tests/test_feeder.py index 23a43e5..f26e8e2 100644 --- a/LocalFeeder/tests/test_feeder.py +++ b/LocalFeeder/tests/test_feeder.py @@ -22,6 +22,26 @@ from sender_cosim import agg_to_ids +@pytest.fixture(scope="session", autouse=True) +def init_federate_simulation(): + federate_config = FeederSimulator.FeederConfig( + **{ + "use_smartds": False, + "profile_location": "gadal_ieee123/profiles", + "opendss_location": "gadal_ieee123/qsts", + "sensor_location": "gadal_ieee123/sensors.json", + "start_date": "2017-01-01 00:00:00", + "number_of_timesteps": 96, + "run_freq_sec": 900, + "topology_output": "../../outputs/topology.json", + "name": "feeder", + } + ) + logging.info("Initializating simulation data") + _ = FeederSimulator.FeederSimulator(federate_config) + return + + @pytest.fixture() def federate_config(): return FeederSimulator.FeederConfig( @@ -30,6 +50,7 @@ def federate_config(): "profile_location": "gadal_ieee123/profiles", "opendss_location": "gadal_ieee123/qsts", "sensor_location": "gadal_ieee123/sensors.json", + "existing_feeder_file": "opendss/master.dss", "start_date": "2017-01-01 00:00:00", "number_of_timesteps": 96, "run_freq_sec": 900, @@ -305,6 +326,12 @@ def simulation_middle(sim, Y): current_data.injections.power_real.ids ) + current_data_again = sender_cosim.get_current_data(sim, Y) + assert np.allclose( + current_data_again.feeder_voltages, + current_data.feeder_voltages + ) + assert '113' in current_data.PQ_injections_all.equipment_ids.data df = pd.DataFrame( {

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