diff --git a/Models/Controller/controller_mosaik.py b/Models/Controller/controller_mosaik.py index 4346eeb..59ddc85 100644 --- a/Models/Controller/controller_mosaik.py +++ b/Models/Controller/controller_mosaik.py @@ -9,7 +9,7 @@ import Models.Controller.controller_model as controller_model #import Battery.model as batterymodel import sys -sys.path.insert(1,'/home/illuminator/Desktop/Final_illuminator') +sys.path.insert(1, '/home/illuminator/Desktop/Final_illuminator') try: import Models.Battery.battery_model as batterymodel diff --git a/Models/collector.py b/Models/collector.py index 9405daf..cb0d237 100644 --- a/Models/collector.py +++ b/Models/collector.py @@ -89,11 +89,22 @@ def step(self, time, inputs, max_advance): wandb.log({key: value[0], "custom_step":time/900}) - if self.results_show['write2csv']==True: + if self.results_show['write2csv'] == True: if time == 0: + # Overwrite the CSV file at the first time step df.to_csv(self.output_file, mode='w', header=True) else: - df.to_csv(self.output_file, mode='a', header=False) + if os.path.exists(self.output_file): + # Read existing CSV + existing_df = pd.read_csv(self.output_file, index_col='date', parse_dates=True) + + # Align the columns + combined_df = pd.concat([existing_df, df]) + else: + combined_df = df + + # Write the merged data to CSV + combined_df.to_csv(self.output_file, mode='w', header=True) if self.results_show['database']==True: diff --git a/Result/MultienergyCase/results.csv b/Result/MultienergyCase/results.csv index 6291833..a402c0d 100644 --- a/Result/MultienergyCase/results.csv +++ b/Result/MultienergyCase/results.csv @@ -1,97 +1,97 @@ date,Battery-0.Battery_0-soc,Battery-0.Battery_0-p_out,Battery-0.Battery_0-flag,Fuelcell-0.fc_0-q_product,Electrolyser-0.electrolyser_0-q_product,H2storage-0.h2storage_0-h2_soc,H2storage-1.h2storage_0-h2_soc,HeatStorage-0.qstorage_0-t_int,HeatStorage-1.qstorage_0-t_int,HeatNetwork-0.Heatnetwork_0-t_int,HeatStorage-0.qstorage_0-q_loss,HeatStorage-1.qstorage_0-q_loss,HeatNetwork-0.Heatnetwork_0-q_loss,HeatStorage-0.qstorage_0-q_soc,HeatStorage-1.qstorage_0-q_soc,HeatStorage-2.qstorage_0-q_soc,ElectricityNetwork-0.Elenetwork_0-p_in[0],ElectricityNetwork-0.Elenetwork_0-p_in[1],ElectricityNetwork-0.Elenetwork_0-p_in[2],ElectricityNetwork-0.Elenetwork_0-p_out[0],ElectricityNetwork-0.Elenetwork_0-p_out[1],ElectricityNetwork-0.Elenetwork_0-p_tot,ElectricityNetwork-0.Elenetwork_0-p_in[3],ElectricityNetwork-0.Elenetwork_0-p_out[2],ElectricityNetwork-0.Elenetwork_0-p_out[3],H2Valve-0.H2valve_0-h2_elec,H2Valve-0.H2valve_0-h2_stor,H2Valve-0.H2valve_0-h2_fc,H2Valve-0.H2valve_0-h2_elec_stor,H2Valve-0.H2valve_0-h2_stor_fc,H2Valve-0.H2valve_0-h2_elec_net,H2Valve-0.H2valve_0-h2_fc_net,H2Valve-0.H2valve_0-h2_stor_net,Qvalve-0.Qvalve_0-q_eboiler,Qvalve-0.Qvalve_0-q_stor,Qvalve-0.Qvalve_0-q_eboiler_stor,Qvalve-0.Qvalve_0-q_eboiler_net,Qvalve-0.Qvalve_0-q_stor_net,H2Network-0.Gasnetwork_0-flow_in[0],H2Network-0.Gasnetwork_0-flow_in[1],H2Network-0.Gasnetwork_0-flow_out[0],H2Network-0.Gasnetwork_0-p_int,H2Network-0.Gasnetwork_0-flow_tot,H2Network-0.Gasnetwork_0-flow_out[1],H2Network-0.Gasnetwork_0-flow_out[2],H2Network-0.Gasnetwork_0-flow_out[3],H2Network-0.Gasnetwork_0-flow_in[2],H2Network-0.Gasnetwork_0-flow_out[4],HeatNetwork-0.Heatnetwork_0-q_in[0],HeatNetwork-0.Heatnetwork_0-q_in[1],HeatNetwork-0.Heatnetwork_0-q_out[0],HeatNetwork-0.Heatnetwork_0-q_out[1],HeatNetwork-0.Heatnetwork_0-q_out[2],HeatNetwork-0.Heatnetwork_0-q_out[3],HeatNetwork-0.Heatnetwork_0-q_in[2],HeatNetwork-0.Heatnetwork_0-q_in[3] 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00:30:00,20.252,8.959059857745629,0,4.5,41.416312194845176,31.184,16.447,520.1489773742525,520.1307109151703,398.9565976442799,103.67221358564633,25.91649907504048,7410.494823320994,80.0,79.993,20.0,0.06394082344731332,0.07392075592602693,0.2300906233046954,0.06394082344731332,0,0,0.2300906233046954,-0.009979932478713607,0.0,25.421749174192012,11.817961909490089,83.9961105,8.959059857745629,-982.9729600381104,207.08156097422585,121.44512983661775,543.0799116144456,3200.0,-115.08071519783368,0,3200.0,115.08071519783368,0.0,-0.009979932478713607,0.2300906233046954,-0.026932166707490195,-2.2343016346999254,0.0,1.2303280139694437,1.253570441511392,0.4048962509146338,-0.003455106480535791,4.5,41.416312194845176,-111.07197353668529,-25.453975782152614,176.99953877672047,205.55811252479717,245.01405993798497,1551.4271747240623 -2012-01-01 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01:15:00,20.252,8.959059857745629,0,4.5,28.36803803621876,49.563,22.509,520.1478547306041,520.0340756425459,501.59747685365,103.67175551234767,25.90925107626874,15108.56076402375,79.999,79.958,19.996,0.06394082344731332,-0.04658882115355928,0.15760021131232643,0,0.04658882115355928,0.06394082344731332,0.11101139015876715,0,0.0,29.903923510275586,13.901617334322328,56.86956425,8.959059857745629,-809.8600253479196,141.8401901810938,150.0,218.18957022551365,3200.0,-146.54176404937834,0,3200.0,146.54176404937834,0.06394082344731332,0.0,0.11101139015876715,-0.026699382694677833,-2.2149897944752754,0.0,0.9387887133818439,1.6540082825047762,0.390159826105519,0.0478312469732804,4.5,28.36803803621876,-168.21941899225533,-192.0228634148284,128.17996613167284,145.587535195031,226.05199099775538,623.3064807772611 -2012-01-01 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10:30:00,20.252,8.959059857745629,0,0,59.07148193898571,10,90,520.1505575482862,520.1840207900207,1784.9300791408853,103.67298888002927,25.917572013164058,111358.5059355664,80.0,80.012,20.006,0,0,0.32817489966103175,0,0,0,0.32817489966103175,0,27.59428710894288,27.045858248089406,12.572971293016769,52.73219075,8.959059857745629,-1928.2216485856598,295.35740969492855,0.0,1710.868549535522,3200.0,293.05988894323343,293.05988894323343,2906.9401110567665,0,0.0,0.0,0.32817489966103175,-0.038086111704194826,-3.1596366740289095,0.0545141554003159,1.4561304070358725,1.9066054906273182,0.473425530113893,0.0,0,59.07148193898571,-135.75980517722047,352.94117647058823,0.0,239.64132093886252,216.86481608936833,5378.040671750079 -2012-01-01 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15:00:00,20.252,8.959059857745629,0,4.5,59.30105302659876,62.815,90,520.1456236731786,520.2964636853081,2598.467152553606,103.67039215740479,25.937311179623133,172373.78644152044,79.998,80.053,20.026,0.06394082344731332,0.3,0.3294502945922153,0.06394082344731332,0,0,0.3294502945922153,-0.23605917655268666,16.692943653320768,64.32725323456438,200,110.3881335,8.959059857745629,-72.07272056493272,296.50526513299377,76.53663530785903,0.0,3200.0,151.52285800433418,151.52285800433418,3048.477141995666,0,0.0,-0.23605917655268668,0.3294502945922153,-0.01720063668147792,-1.4269706211426842,0.5405003332544953,0.4906387962551704,0.5399490658897989,0.6526108907019317,0.0,4.5,59.30105302659876,159.08588954093707,-77.19010587225387,181.09034855307243,312.49931385827216,357.4752804441013,0.0 -2012-01-01 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15:45:00,20.252,8.959059857745629,0,4.5,53.01410645244133,90,90,520.1456411332572,520.1923308088185,2666.7939813811395,103.67046055414119,25.927895467372537,177498.29860358546,79.998,80.015,20.027,0.06394082344731332,0,0.29452281362467403,0,0,0.06394082344731332,0.29452281362467403,0,25.40170751727544,42.96871699278835,200,105.0823355,8.959059857745629,-39.487517205182854,265.07053226220665,54.2847191698279,0.0,3200.0,243.13469549541338,243.13469549541338,2956.8653045045867,0,0.06394082344731332,0.0,0.29452281362467403,-0.0022440560347821515,-0.18616764560118215,0.5071591515893349,0.17581431234384665,0.09320858367162038,0.7884752463440963,0.0,4.5,53.01410645244133,66.25788707302597,-192.03871114726664,186.7108916403016,334.1420125819561,355.5091315551062,0.0 -2012-01-01 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17:30:00,20.252,8.959059857745629,0,4.5,68.06939627154273,90,90,520.1479778870846,520.0444134593212,2802.857761151862,103.67150143697027,25.910468997324063,187703.08208638965,79.999,79.962,20.034,0.06394082344731332,0,0.3781633126196818,0,0,0.06394082344731332,0.3781633126196818,0,0.0,69.20447574041381,200,115.83346825,8.959059857745629,-19.61068159489625,340.3469813577136,116.72392520723155,0.0,3200.0,251.69880988311405,251.69880988311405,2948.301190116886,0,0.06394082344731332,0.0,0.3781633126196818,-0.012749181526942675,-1.0576763999760888,0.3462314648382585,0.9823105759786276,0.644983870675493,1.159521323965297,0.0,4.5,68.06939627154273,159.267323826549,-192.02389864772545,175.70200410339766,238.01410557080095,300.797271920484,0.0 -2012-01-01 17:45:00,20.252,8.959059857745629,0,4.5,72.0,90,90,520.1479757209672,520.003936106244,2826.170962165415,103.67160467020122,25.9057002708465,189451.5721624061,79.999,79.947,20.034,0.06394082344731332,0,0.4,0,0,0.06394082344731332,0.4,0,0.0,300,200,154.02004399999998,8.959059857745629,169.10375187318706,360.0,135.75118292087808,0.0,3200.0,55.54152129661625,55.54152129661625,3144.4584787033837,0,0.06394082344731332,0.0,0.4,-0.015341772297465455,-1.2727586048206019,0.3794815513183579,1.1137134451678214,0.5109014349941342,0.9952741102679888,0.0,4.5,72.0,-0.8220646696803058,-192.01984523021952,194.15873797866695,279.0959469735337,307.76030423730026,0.0 -2012-01-01 18:00:00,20.252,8.959059857745629,0,4.5,72.0,90,90,520.1479106051307,519.9634596076003,2848.6489987690247,103.67160364944246,25.900931645031605,191137.42490767685,79.999,79.932,20.035,0.06394082344731332,0,0.4,0,0,0.06394082344731332,0.4,0,0.0,100.15222676639023,200,158.676962,8.959059857745629,-95.72958207654895,360.0,150.0,0.0,3200.0,146.3023025705718,146.3023025705718,3053.697697429428,0,0.06394082344731332,0.0,0.4,-0.011610511919546361,-0.963211985255191,0.32467998714733143,0.8870518932140945,0.6297199239726294,1.147055441501529,0.0,4.5,72.0,-24.712155104134958,-192.01579189827686,178.02313745583214,304.38670051805286,267.42396031169693,0.0 -2012-01-01 18:15:00,20.252,8.959059857745629,0,4.5,72.0,90,90,520.1475751907875,519.940957797967,2872.08056699918,103.67157296432742,25.89616311987727,192894.7925249385,79.999,79.924,20.035,0.06394082344731332,0,0.4,0,0,0.06394082344731332,0.4,0,0.0,70.94174649803733,200,144.31239499999998,8.959059857745629,-92.80757384702272,360.0,150.0,0.0,3200.0,-23.415711157566054,0,3200.0,23.415711157566054,0.06394082344731332,0.0,0.4,-0.011309894408137825,-0.9382726551056897,0.3226860077515804,0.9111475796601676,0.5562374202755747,1.1221553989037,0.0,4.5,72.0,-127.29332404656607,-106.74596224092484,221.35110701089388,288.2992536394589,240.4938699402536,0.0 -2012-01-01 18:30:00,20.252,8.959059857745629,0,4.5,72.0,90,90,520.1472437548902,519.9104094659446,2895.5531695502427,103.67141490404194,25.89351218788341,194655.2377162682,79.999,79.913,20.035,0.06394082344731332,0,0.4,0,0,0.06394082344731332,0.4,0,0.0,72.7078509686103,200,120.22411050000001,8.959059857745629,-39.029320129737044,360.0,119.8982011522733,0.0,3200.0,42.39364752763683,42.39364752763683,3157.606352472363,0,0.06394082344731332,0.0,0.4,-0.013954212053575596,-1.1576461389414447,0.20259933332445557,0.9763770296702869,0.5337163644801054,0.8277249832618446,0.0,4.5,72.0,-125.7834613508276,-144.91772660709321,243.35105017623252,274.12538473583436,283.1848499298188,0.0 -2012-01-01 18:45:00,20.252,8.959059857745629,0,4.5,63.099871202042294,90,90,520.14700725415,519.8812097823144,2917.4451777175564,103.6712587185549,25.88991329730361,196297.1383288167,79.999,79.902,20.035,0.06394082344731332,0,0.350554840011346,0,0,0.06394082344731332,0.350554840011346,0,0.0,63.18537622312613,200,236.076537,8.959059857745629,-232.1650343044395,315.49935601021144,150.0,0.0,3200.0,156.3898097524101,156.3898097524101,3043.61019024759,0,0.06394082344731332,0.0,0.350554840011346,-0.010306820301817045,-0.855057288892529,0.14592143223788584,1.0277919205470902,0.26509360565327755,0.8166828321562691,0.0,4.5,63.099871202042294,-89.75455570358825,-138.51989582287223,250.70250113044779,297.11246119883316,258.6169206655765,0.0 -2012-01-01 19:00:00,20.252,8.959059857745629,0,4.5,72.0,90,90,520.1468522140921,519.840735874291,2940.522981877572,103.67114727020673,25.886473290619374,198027.9736408179,79.999,79.888,20.036,0.06394082344731332,0,0.4,0,0,0.06394082344731332,0.4,0,0.0,59.840981267943725,200,304.4399415,8.959059857745629,-302.31352968369833,360.0,150.0,0.0,3200.0,44.58363446569216,44.58363446569216,3155.4163655343077,0,0.06394082344731332,0.0,0.4,-0.011280192505845875,-0.9358085752726273,0.2152578082227,1.0392604360423403,0.4068704223373735,0.999797607884401,0.0,4.5,72.0,-58.8393571840505,-192.00350229702644,223.47473751681156,313.00037575580683,269.223267886103,0.0 -2012-01-01 19:15:00,20.252,8.959059857745629,0,4.5,72.0,90,90,520.1463400217887,519.8182864582261,2962.77749704395,103.67107420930067,25.881705070665312,199697.06227829625,79.999,79.879,20.036,0.06394082344731332,0,0.4,0,0,0.06394082344731332,0.4,0,0.0,43.72548733480353,200,279.3910105,8.959059857745629,-242.59847080414764,360.0,136.3500489946526,0.0,3200.0,269.9204025466204,269.9204025466204,2930.0795974533794,0,0.06394082344731332,0.0,0.4,-0.008866430513208129,-0.7355620661632364,0.06650539117445284,0.803518537481668,0.6510962469793297,1.0639836807558374,0.0,4.5,72.0,-194.38244717129467,-106.497413259336,173.48626508910405,323.43499207606357,290.2575791298145,0.0 -2012-01-01 19:30:00,20.252,8.959059857745629,0,4.5,65.11478743222409,90,90,520.1462092659402,519.8243454095426,2982.4389404828958,103.67083284436403,25.879060311143306,201171.67053621716,79.999,79.882,20.038,0.06394082344731332,0,0.3617488190679116,0,0,0.06394082344731332,0.3617488190679116,0,0.0,70.24339143904653,200,259.23438975,8.959059857745629,-266.2511781652165,325.57393716112045,135.91142676323736,0.0,3200.0,352.94117647058823,352.94117647058823,2847.0588235294117,0,0.06394082344731332,0.0,0.3617488190679116,-0.0079704523950451,-0.6612314192528165,0.014486131628765109,1.0450096922321932,0.6767621012137972,1.3098942991182572,0.0,4.5,65.11478743222409,-49.62324038287697,55.062480295936865,135.53113831751648,352.07585323285105,315.86707299488125,0.0 -2012-01-01 19:45:00,20.252,8.959059857745629,0,4.5,68.51670615690357,90,90,520.1459978296441,519.8064874957932,3003.4894253045068,103.6707712271221,25.87977411452872,202750.456897838,79.999,79.875,20.039,0.06394082344731332,0,0.380648367538353,0,0,0.06394082344731332,0.380648367538353,0,0.0,86.49621821113443,200,246.96804724999998,8.959059857745629,-217.1510675674747,342.5835307845178,120.50599863437303,0.0,3200.0,352.94117647058823,352.94117647058823,2847.0588235294117,0,0.06394082344731332,0.0,0.380648367538353,-0.007285270382026563,-0.6043884883300498,0.040006400398547554,1.1166619798047188,0.8020175633086963,1.6008249699414432,0.0,4.5,68.51670615690357,-80.24233163625665,-84.71586142880098,158.16029542703833,353.29053989546435,359.45133104893847,0.0 -2012-01-01 20:00:00,20.252,8.959059857745629,0,4.5,61.73351423607105,90,90,520.1455291447445,519.7953947669517,3024.4330541875975,103.6706715901149,25.87767027862959,204321.2290640698,79.998,79.871,20.04,0.06394082344731332,0,0.34296396797817247,0,0,0.06394082344731332,0.34296396797817247,0,0.0,68.34657884317376,200,218.53292775,8.959059857745629,-217.0576304915119,308.66757118035525,139.82650290775752,0.0,3200.0,352.94117647058823,352.94117647058823,2847.0588235294117,0,0.06394082344731332,0.0,0.34296396797817247,-0.006968030740717156,-0.5780701806770642,0.0,1.3283346294198952,0.7653016423594481,1.7214912284404127,0.0,4.5,61.73351423607105,-177.87092296423634,-52.622612730096584,196.9538602599066,382.13397714621294,353.4475883236082,0.0 -2012-01-01 20:15:00,20.252,8.959059857745629,0,4.5,56.461971010577145,90,90,520.1448572268873,519.7820208405152,3045.7393013633186,103.6704507275593,25.87636344730071,205919.1976022489,79.998,79.866,20.042,0.06394082344731332,0,0.31367761672542854,0,0,0.06394082344731332,0.31367761672542854,0,0.0,92.84274771668039,200,192.48639475000002,8.959059857745629,-170.64530754406522,282.3098550528857,114.65374505537349,0.0,3200.0,352.94117647058823,352.94117647058823,2847.0588235294117,0,0.06394082344731332,0.0,0.31367761672542854,-0.000926959315671858,-0.07690085750620107,0.0,1.1889510065215994,0.6461733006122912,1.9434961851900254,0.0,4.5,56.461971010577145,-255.0,-63.44434824031917,225.8364077460966,400.0,368.0417047829709,0.0 -2012-01-01 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22:30:00,20.252,8.959059857745629,0,53.62887421501394,4.5,10.0,90.0,520.1465462873339,519.8453367259574,3630.116260402842,103.67079110497043,25.88491727476228,249747.4695302132,79.999,79.889,20.052,0.0,53.801244722667874,200.0,58.16279725,8.959059857745629,-1792.1727615972118,268.14437107506967,90.58890134143498,1689.099469997157,0.0639408234473133,0.0,0.2979381900834107,0.0,0.0,0.0639408234473133,0.2979381900834107,0.0,3200.0,352.94117647058823,352.94117647058823,2847.058823529412,0.0,0.0639408234473133,0.0,0.2979381900834107,-0.0143088623469946,-1.1870680469126558,0.3976997079057595,1.974032797765142,0.58805114334554,1.908981313566888,0.0,4.5,53.62887421501394,214.3550157790664,-107.52098904612411,165.6824826729515,256.2328634311871,343.9307304075922,6625.085927803796 +2012-01-01 22:45:00,20.252,8.959059857745629,0,56.89175820914753,4.5,10.0,90.0,520.1469701468949,519.8416422209141,3695.5809516848426,103.67093004471226,25.88224709573264,254657.3213763632,79.999,79.888,20.053,0.0,75.7770736585236,200.0,47.156763,8.959059857745629,-1723.9004911572763,284.45879104573766,42.60815720486338,1672.3835073243297,0.0639408234473133,0.0,0.316065323384153,0.0,0.0,0.0639408234473133,0.316065323384153,0.0,3200.0,352.94117647058823,352.94117647058823,2847.058823529412,0.0,0.0639408234473133,0.0,0.316065323384153,-0.017862821055467,-1.4819056601741072,0.3577807441002907,1.9710474080468947,0.8283511010105369,1.8232007556241985,0.0,4.5,56.89175820914753,308.15575178509846,-17.526301318761735,176.9522648121607,231.17790392550603,319.4155494834166,6592.307139940723 +2012-01-01 23:00:00,20.252,8.959059857745629,0,65.13487388919548,4.5,10.0,90.0,520.1473017595715,519.8189238254594,3763.280335933198,103.67112978382472,25.881811847111287,259734.77519498984,79.999,79.88,20.054,0.0,59.06248743256176,200.0,24.455502,8.959059857745629,-1608.0202720666132,325.6743694459774,7.377817957603412,1673.8623514984936,0.0639408234473133,0.0,0.3618604104955304,0.0,0.0,0.0639408234473133,0.3618604104955304,0.0,3200.0,173.56661857535812,173.56661857535812,3026.433381424642,0.0,0.0639408234473133,0.0,0.3618604104955304,-0.017664055002161,-1.4654159613448954,0.2970424567983455,1.6716706147378242,1.0128545040248953,1.713768361682689,0.0,4.5,65.13487388919548,241.09012295841688,-107.77342013402452,155.8900981045278,243.3841851117357,303.9816030002801,6565.321999664061 +2012-01-01 23:15:00,20.252,8.959059857745629,0,62.84116535662644,0.0,10.0,87.995,520.1477812793403,519.8043040379413,3829.7628381269633,103.67128605261702,25.879135399201463,264720.96285952226,79.999,79.874,20.055,0.0,53.36541318422732,200.0,24.3434325,8.959059857745629,-1649.5592339421855,314.2058267831322,0.0,1676.6364454188642,0.0,0.0,0.3491175853145912,0.0,0.0,0.0,0.3491175853145912,0.0,3200.0,286.2670746181979,286.2670746181979,2913.732925381802,0.0,0.0,0.0,0.3491175853145912,-0.0214901130989029,-1.7828270316406196,0.3117704748522973,1.69092390324737,1.1981860733455962,1.6241169424928046,-0.037684661364572,0.0,62.84116535662644,348.6220164086859,-69.35456800159011,135.7150410719086,211.23157926199391,336.66590194899203,6576.202715051583 +2012-01-01 23:30:00,20.252,8.959059857745629,0,54.53245880646265,0.0,16.991,84.664,520.1482607987433,519.7638317533152,3897.132664970517,103.67151202098444,25.87741304606157,269773.69987278874,79.999,79.86,20.056,0.0,52.35763999185817,200.0,143.75966875,8.959059857745629,-1874.701825259321,272.66229403231324,0.0,1739.7623964794575,0.0,0.1487463718700555,0.302958104480348,0.0,0.0,0.0,0.302958104480348,-0.1487463718700555,3200.0,292.5404418806763,292.5404418806763,2907.4595581193234,0.0,0.0,-0.1487463718700555,0.302958104480348,-0.0257046938955878,-2.132470076178483,0.1786380628283684,1.873293742347212,1.1697147270051504,1.3744077161577462,-0.0626134815413118,0.0,54.53245880646265,348.6217505635477,-191.99580108915237,147.53121221405675,216.41675800489065,294.56301807106945,6650.881424898233 +2012-01-01 23:45:00,20.252,8.959059857745629,0,55.12366464115371,0.0,10.713,82.133,520.1486293965708,519.7233603230155,3966.5202951674914,103.67173798917952,25.872645017359503,274977.7721375619,80.0,79.845,20.057,0.0,41.23698523493011,200.0,207.540327,8.959059857745629,-1902.9548053174335,275.61832320576855,0.0,1720.8001573935862,0.0,-0.11802324662038488,0.30624258133974286,0.0,0.11802324662038488,0.0,0.18821933471935798,0.0,3200.0,174.08015949926752,174.08015949926752,3025.9198405007323,0.0,0.0,0.0,0.18821933471935798,-0.01867843108817955,-1.5495689436061184,0.058937719814141226,1.6461125115478987,1.3050449452456112,1.5066491769828299,-0.04757418082293896,0.0,55.12366464115371,267.97918713358706,-191.99174826475559,162.25668496392962,249.01349341129094,324.7996791087304,6749.424240438601 diff --git a/Result/ResidentialCase/results.csv b/Result/ResidentialCase/results.csv index 894c787..80c7558 100644 --- a/Result/ResidentialCase/results.csv +++ b/Result/ResidentialCase/results.csv @@ -1,97 +1,97 @@ -date,Battery-0.Battery_0-p_out,Battery-0.Battery_0-soc,Wind-0.wind_0-wind_gen,PV-0.pv_0-pv_gen,Load-0.load_0-load_dem,Controller-0.ctrl_0-flow2b,Controller-0.ctrl_0-flow2e,Controller-0.ctrl_0-h2_out,Electrolyser-0.electrolyser_0-h2_gen,Fuelcell-0.fc_0-fc_gen,H2storage-0.h2storage_0-eleh2_in,H2storage-0.h2storage_0-fuelh2_out,H2storage-0.h2storage_0-h2_soc -2012-06-01,-61.68768724549981,17.858,35.76452525450019,0.0,97.4522125,-61.68768724549981,0,0,0,0.0,0,0.0,50 -2012-06-01 00:15:00,-61.68768724549981,17.858,0.0,30.101308509079523,94.55696049999999,-64.45565199092047,0,0,0,0.0,0,0.0,50 -2012-06-01 00:30:00,-61.68768724549981,17.858,0.0,32.33016156040354,97.95850775000001,-65.62834618959647,0,0,0,0.0,0,0.0,50 -2012-06-01 00:45:00,-61.68768724549981,17.858,0.0,31.917001586796687,97.17626025,-65.25925866320331,0,0,0,0.0,0,0.0,50 -2012-06-01 01:00:00,-61.68768724549981,17.858,0.0,31.71174818810342,100.652273,-68.94052481189658,0,0,0,0.0,0,0.0,50 -2012-06-01 01:15:00,-61.68768724549981,17.858,0.0,22.861674995762083,81.96689074999999,-59.1052157542379,0,0,0,0.0,0,0.0,50 -2012-06-01 01:30:00,-61.68768724549981,17.858,0.0,21.728249901040478,76.67834800000001,-54.950098098959536,0,0,0,0.0,0,0.0,50 -2012-06-01 01:45:00,-61.68768724549981,17.858,0.0,22.61555860937605,76.4726895,-53.85713089062395,0,0,0,0.0,0,0.0,50 -2012-06-01 02:00:00,-61.68768724549981,17.858,0.0,21.569456987831963,51.948584249999996,-30.379127262168033,0,0,0,0.0,0,0.0,50 -2012-06-01 02:15:00,-61.68768724549981,17.858,0.0,24.721304640046643,34.9237685,-10.202463859953358,0,0,0,0.0,0,0.0,50 -2012-06-01 02:30:00,-61.68768724549981,17.858,0.0,27.695674065146253,42.44526975,-14.749595684853748,0,0,0,0.0,0,0.0,50 -2012-06-01 02:45:00,-61.68768724549981,17.858,0.0,21.64875638280169,43.435086749999996,-21.786330367198307,0,0,0,0.0,0,0.0,50 -2012-06-01 03:00:00,-61.68768724549981,17.858,0.0,21.96789756851643,36.857875,-14.889977431483569,0,0,0,0.0,0,0.0,50 -2012-06-01 03:15:00,-61.68768724549981,17.858,0.0,24.721304640046643,16.113101500000003,8.60820314004664,0,0,0,0.0,0,0.0,50 -2012-06-01 03:30:00,-61.68768724549981,17.858,0.0,24.98244303490758,21.25230025,3.730142784907578,0,0,0,0.0,0,0.0,50 -2012-06-01 03:45:00,-61.68768724549981,17.858,0.0,23.27582579700007,14.60111425,8.67471154700007,0,0,0,0.0,0,0.0,50 -2012-06-01 04:00:00,-61.68768724549981,17.858,0.0,15.260444374942015,15.057287500000001,0.20315687494201384,0,0,0,0.0,0,0.0,50 -2012-06-01 04:15:00,-61.68768724549981,17.858,0.0,9.937133399773279,24.605057,-14.66792360022672,0,0,0,0.0,0,0.0,50 -2012-06-01 04:30:00,-61.68768724549981,17.858,0.0,8.933567437692412,21.654398500000003,-12.72083106230759,0,0,0,0.0,0,0.0,50 -2012-06-01 04:45:00,-61.68768724549981,17.858,0.0,8.164610758280814,20.62347875,-12.458867991719186,0,0,0,0.0,0,0.0,50 -2012-06-01 05:00:00,-61.68768724549981,17.858,0.0,9.842943191700193,26.043643250000002,-16.20070005829981,0,0,0,0.0,0,0.0,50 -2012-06-01 05:15:00,-61.68768724549981,17.858,17.701372389566405,11.526929247793102,30.962540999999998,-1.7342393626404906,0,0,0,0.0,0,0.0,50 -2012-06-01 05:30:00,-61.68768724549981,17.858,31.125634031392703,12.11023949286952,43.76605225,-0.5301787257377768,0,0,0,0.0,0,0.0,50 -2012-06-01 05:45:00,-61.68768724549981,17.858,213.06564549874648,13.39279978905828,26.824248500000003,199.63419678780474,0,0,0,0.0,0,0.0,50 -2012-06-01 06:00:00,-61.68768724549981,17.858,57.79288200280834,16.48674222623513,31.455529249999998,42.824094979043466,0,0,0,0.0,0,0.0,50 -2012-06-01 06:15:00,-61.68768724549981,17.858,33.3835124700914,17.707503965089543,38.8828835,12.208132935180942,0,0,0,0.0,0,0.0,50 -2012-06-01 06:30:00,-61.68768724549981,17.858,342.8453139927262,21.41143961844171,47.9189945,316.3377591111679,0,0,0,0.0,0,0.0,50 -2012-06-01 06:45:00,-61.68768724549981,17.858,77.89516063586485,15.76908467740246,64.99497775,28.66926756326731,0,0,0,0.0,0,0.0,50 -2012-06-01 07:00:00,-61.68768724549981,17.858,157.341222169919,10.27152856889632,56.325227,111.28752373881532,0,0,0,0.0,0,0.0,50 -2012-06-01 07:15:00,-61.68768724549981,17.858,380.35450349582845,6.544704998982271,57.7793925,329.1198159948108,0,0,0,0.0,0,0.0,50 -2012-06-01 07:30:00,-61.68768724549981,17.858,88.03271624025432,6.725155590333484,33.589715999999996,61.16815583058781,0,0,0,0.0,0,0.0,50 -2012-06-01 07:45:00,-61.68768724549981,17.858,297.22984936328197,4.884960659625227,44.90621975,257.2085902729072,0,0,0,0.0,0,0.0,50 -2012-06-01 08:00:00,-61.68768724549981,17.858,118.5350513965194,4.159096893698424,53.05677225,69.63737604021782,0,0,0,0.0,0,0.0,50 -2012-06-01 08:15:00,-61.68768724549981,17.858,52.40132464873126,6.22808199708421,55.587278999999995,3.0421276458154765,0,0,0,0.0,0,0.0,50 -2012-06-01 08:30:00,-61.68768724549981,17.858,447.0993475478892,5.402499425605091,64.03148025,388.47036672349424,0,0,0,0.0,0,0.0,50 -2012-06-01 08:45:00,-61.68768724549981,17.858,96.91474617404022,5.03358025576729,54.409687749999996,47.53863867980751,0,0,0,0.0,0,0.0,50 -2012-06-01 09:00:00,-61.68768724549981,17.858,135.52077638405348,6.40269109177492,46.131764,95.7917034758284,0,0,0,0.0,0,0.0,50 -2012-06-01 09:15:00,-61.68768724549981,17.858,483.36389810224654,9.380910430615765,52.717708,440.0271005328623,0,0,0,0.0,0,0.0,50 -2012-06-01 09:30:00,-61.68768724549981,17.858,72.43200766533042,7.877920314617755,56.45302025,23.85690772994817,0,0,0,0.0,0,0.0,50 -2012-06-01 09:45:00,-61.68768724549981,17.858,134.59077411215878,6.946037494284026,41.0425445,100.4942671064428,0,0,0,0.0,0,0.0,50 -2012-06-01 10:00:00,-61.68768724549981,17.858,473.8899765233873,16.288903442535922,21.042413,469.1364669659232,0,0,0,0.0,0,0.0,50 -2012-06-01 10:15:00,-61.68768724549981,17.858,162.57075852589827,12.164222650555097,60.00360800000001,114.73137317645336,0,0,0,0.0,0,0.0,50 -2012-06-01 10:30:00,-61.68768724549981,17.858,108.14868458055827,16.887212597474946,171.430568,-46.394670821966784,0,0,0,0.0,0,0.0,50 -2012-06-01 10:45:00,-61.68768724549981,17.858,579.9161254834177,17.43118903045535,176.40641100000002,420.94090351387297,0,0,0,0.0,0,0.0,50 -2012-06-01 11:00:00,-61.68768724549981,17.858,131.648996949136,28.071628344524374,152.382524,7.338101293660401,0,0,0,0.0,0,0.0,50 -2012-06-01 11:15:00,-61.68768724549981,17.858,130.3877079411406,23.863996085028973,147.30110925,6.950594776169595,0,0,0,0.0,0,0.0,50 -2012-06-01 11:30:00,-61.68768724549981,17.858,160.61860915594409,29.21987365128263,162.21558975,27.62289305722672,0,0,0,0.0,0,0.0,50 -2012-06-01 11:45:00,-61.68768724549981,17.858,194.93116412649263,39.197513394592804,173.7816785,60.34699902108542,0,0,0,0.0,0,0.0,50 -2012-06-01 12:00:00,-61.68768724549981,17.858,243.59209991259948,29.316949564243362,173.65506275,99.25398672684281,0,0,0,0.0,0,0.0,50 -2012-06-01 12:15:00,-61.68768724549981,17.858,210.37020651966526,26.406287061109243,69.79713125,166.9793623307745,0,0,0,0.0,0,0.0,50 -2012-06-01 12:30:00,-61.68768724549981,17.858,191.32254094703302,23.694948337219877,45.8287375,169.18875178425287,0,0,0,0.0,0,0.0,50 -2012-06-01 12:45:00,-61.68768724549981,17.858,264.1150014385639,23.359251616667443,42.80469825,244.66955480523137,0,0,0,0.0,0,0.0,50 -2012-06-01 13:00:00,-61.68768724549981,17.858,273.5311060537622,24.98244303490758,44.06581225,254.44773683866978,0,0,0,0.0,0,0.0,50 -2012-06-01 13:15:00,-61.68768724549981,17.858,145.35248798553044,21.41143961844171,43.91017625,122.85375135397214,0,0,0,0.0,0,0.0,50 -2012-06-01 13:30:00,-61.68768724549981,17.858,330.3924277071239,23.694948337219877,46.68825825,307.3991177943438,0,0,0,0.0,0,0.0,50 -2012-06-01 13:45:00,-61.68768724549981,17.858,237.49044363102877,25.510223860056925,136.660541,126.34012649108567,0,0,0,0.0,0,0.0,50 -2012-06-01 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15:45:00,-61.68768724549981,17.858,204.03957458300968,28.546335875818997,95.1589425,137.42696795882867,0,0,0,0.0,0,0.0,50 -2012-06-01 16:00:00,-61.68768724549981,17.858,79.72869815713369,18.411032717710054,114.81819675,-16.67846587515625,0,0,0,0.0,0,0.0,50 -2012-06-01 16:15:00,-61.68768724549981,17.858,304.07656517873374,26.95386561193015,75.5651165,255.4653142906639,0,0,0,0.0,0,0.0,50 -2012-06-01 16:30:00,-61.68768724549981,17.858,168.5204773150205,23.02674060609553,75.60664799999999,115.94056992111605,0,0,0,0.0,0,0.0,50 -2012-06-01 16:45:00,-61.68768724549981,17.858,100.7534470734062,15.072561409560961,71.39501625,44.43099223296717,0,0,0,0.0,0,0.0,50 -2012-06-01 17:00:00,-61.68768724549981,17.858,78.83914208933646,12.11023949286952,67.97172575,22.977655832205983,0,0,0,0.0,0,0.0,50 -2012-06-01 17:15:00,-61.68768724549981,17.858,93.26606484640155,12.824583023676661,77.95323525,28.13741262007821,0,0,0,0.0,0,0.0,50 -2012-06-01 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23:45:00,-61.68768724549981,17.858,19.279565378891444,0.0,54.88861075,-35.60904537110855,0,0,0,0.0,0,0.0,50 diff --git a/simulation creator_DNcontrolCase.py b/simulation creator_DNcontrolCase.py index 68b63d6..07bf26a 100644 --- a/simulation creator_DNcontrolCase.py +++ b/simulation creator_DNcontrolCase.py @@ -71,7 +71,6 @@ - controller=world.start('Controller') ctrl = controller.Ctrl(net=net, room=room) diff --git a/simulation creator_residentialcase.py b/simulation creator_residentialcase.py index 7b4172a..e2fe287 100644 --- a/simulation creator_residentialcase.py +++ b/simulation creator_residentialcase.py @@ -7,27 +7,27 @@ from mosaik.util import connect_many_to_one import time from configuration.buildmodelset import * -outputfile='Result/ResidentialCase/results.csv' -sim_config_file="Cases/ResidentialCase/" -sim_config_ddf=pd.read_xml(sim_config_file+'config.xml') -sim_config={row[1]:{row[2]:row[3]}for row in sim_config_ddf.values} +outputfile = 'Result/ResidentialCase/results.csv' +sim_config_file = "Cases/ResidentialCase/" +sim_config_ddf = pd.read_xml(sim_config_file + 'config.xml') +sim_config = {row[1]: {row[2]: row[3]} for row in sim_config_ddf.values} + +tosh = sim_config_ddf[sim_config_ddf['method'] == 'connect'] +# ! /usr/bin/env python # ERROR: # No errors found. Runs fine -tosh=sim_config_ddf[sim_config_ddf['method']=='connect'] -#! /usr/bin/env python if not tosh.empty: - with open ('run.sh', 'w') as rsh: + with open('run.sh', 'w') as rsh: rsh.write("#! /bin/bash") for row in tosh.values: - rsh.write("\n"+"lxterminal -e ssh illuminator@"+row[3].replace(':5123',' ')+"'./Desktop/Illuminator/configuration/runshfile/run"+row[1]+".sh'&") + rsh.write("\n" + "lxterminal -e ssh illuminator@" + row[3].replace(':5123', ' ') + + "'./Desktop/Illuminator/configuration/runshfile/run" + row[1] + ".sh'&") subprocess.run(['/bin/bash', '/home/illuminator/Desktop/Illuminator/configuration/run.sh']) - -connection=pd.read_xml(sim_config_file+'connection.xml') - +connection = pd.read_xml(sim_config_file + 'connection.xml') # if RESULTS_SHOW_TYPE['dashboard_show']==True: # #62f0da4aff384fd9b382b1d8057a128af9d102fe @@ -36,38 +36,37 @@ # wandb.define_metric("custom_step") - START_DATE = '2012-06-01 00:00:00' # START_DATE = '2012-06-30 23:45:00' -end = 1 * 24 * 3600 #last one interval is not computed +end = 1 * 24 * 3600 # last one interval is not computed WIND_DATA = 'Scenarios/winddata_NL.txt' Pv_DATA = 'Scenarios/pv_data_Rotterdam_NL-15min.txt' # solar data file ######################## -load_DATA = 'Scenarios/load_data.txt' ####################### -#set up the "world" of the scenario +load_DATA = 'Scenarios/load_data.txt' ####################### +# set up the "world" of the scenario world = mosaik.World(sim_config, debug=True) -models=pd.concat([connection["send"], connection["receive"]]) -models=models.drop_duplicates(keep='first', inplace=False) +models = pd.concat([connection["send"], connection["receive"]]) +models = models.drop_duplicates(keep='first', inplace=False) models.reset_index(drop=True, inplace=True) ##############################start simulator -Defined_models=pd.DataFrame() -Defined_models['model']=pd.Series(['Wind','PV','Load', - 'Electrolyser','H2storage','Battery','Fuelcell']) -number=[] +Defined_models = pd.DataFrame() +Defined_models['model'] = pd.Series(['Wind', 'PV', 'Load', + 'Electrolyser', 'H2storage', 'Battery', 'Fuelcell']) +number = [] for model in Defined_models['model']: number.append( - int((models.str.startswith(model.lower())==True).sum()) + int((models.str.startswith(model.lower()) == True).sum()) ) -Defined_models['number']=number +Defined_models['number'] = number ctrlsim = world.start('Controller') ctrl = ctrlsim.Ctrl(sim_start=START_DATE, soc_min=Battery_set['soc_min'], soc_max=Battery_set['soc_max'], h2_soc_min=h2_set['h2storage_soc_min'], h2_soc_max=h2_set['h2storage_soc_max'], fc_eff=fuelcell_set['eff']) - #### the controller gives us just a basic value of power flow which needs to be there. so -ve or +ve -collector = world.start('Collector', start_date=START_DATE,results_show=RESULTS_SHOW_TYPE,output_file=outputfile) +#### the controller gives us just a basic value of power flow which needs to be there. so -ve or +ve +collector = world.start('Collector', start_date=START_DATE, results_show=RESULTS_SHOW_TYPE, output_file=outputfile) monitor = collector.Monitor() for model_i in Defined_models.iterrows(): @@ -78,8 +77,8 @@ # 'Power_output_at_STC': 250} ## instantiating the pv model by giving the parameter values. pv = pvsim.PVset.create(model_i[1]['number'], sim_start=START_DATE, panel_data=pv_panel_set, - m_tilt=pv_set['m_tilt'], m_az=pv_set['m_az'], cap=pv_set['cap'], - output_type=pv_set['output_type']) # cap in W + m_tilt=pv_set['m_tilt'], m_az=pv_set['m_az'], cap=pv_set['cap'], + output_type=pv_set['output_type']) # cap in W solarprofile_data = solardata.Solar_data.create(model_i[1]['number']) # instantiating an entity of the solar data file for i in range(model_i[1]['number']): world.connect(solarprofile_data[i], pv[i], 'G_Gh', 'G_Dh', 'G_Bn', 'Ta', 'hs', 'FF', 'Az') @@ -88,8 +87,9 @@ windsim = world.start('Wind') # the name you gave to the in sim_config above wind = windsim.windmodel.create(model_i[1]['number'], sim_start=START_DATE, p_rated=Wind_set['p_rated'], u_rated=Wind_set['u_rated'], - u_cutin=Wind_set['u_cutin'],u_cutout=Wind_set['u_cutout'], - cp=Wind_set['cp'],diameter=Wind_set['diameter'], output_type=Wind_set['output_type']) # p_rated in kW #Resolution here is in minutes + u_cutin=Wind_set['u_cutin'], u_cutout=Wind_set['u_cutout'], + cp=Wind_set['cp'], diameter=Wind_set['diameter'], + output_type=Wind_set['output_type']) # p_rated in kW #Resolution here is in minutes ## print(wind.full_id) windspeed_data = WSdata.WS_datafile.create(model_i[1]['number']) # instantiating an entity of the wind data file for i in range(model_i[1]['number']): @@ -107,14 +107,14 @@ #### no battery input data file as the input 'p_ask' comes from the controller. We connect the controller and the battery ahead. batterysim = world.start('Battery') # the name you gave to the in sim_config above - #Battery_initialset = {'initial_soc': 20} + # Battery_initialset = {'initial_soc': 20} # Battery_set = {'max_p': 500, 'min_p': -500, 'max_energy': 500, # 'charge_efficiency': 0.9, 'discharge_efficiency': 0.9, # 'soc_min': 10, 'soc_max': 90, 'flag': -1, 'resolution': 15} # p in kW battery = batterysim.Batteryset(sim_start=START_DATE, initial_set=Battery_initialset, battery_set=Battery_set) ## print(battery.full_id) - elif model_i[1]['model'] == 'Electrolyser': + elif model_i[1]['model'] == 'Electrolyser': electrosim = world.start('Electrolyser') h2storagesim = world.start('H2storage') fcsim = world.start('Fuelcell') @@ -125,8 +125,8 @@ ramp_rate=electrolyser_set['ramp_rate']) # here resolution should be the same we have for the data sets for ## wind and pv and load. Make sure to keep the same resolution all across - #h2storage_initial = {'initial_soc': 20} - #h2_set = {'h2storage_soc_min': 10, 'h2storage_soc_max': 90, 'max_h2': 200, 'min_h2': -200, 'flag': -1} + # h2storage_initial = {'initial_soc': 20} + # h2_set = {'h2storage_soc_min': 10, 'h2storage_soc_max': 90, 'max_h2': 200, 'min_h2': -200, 'flag': -1} h2storage = h2storagesim.compressed_hydrogen(sim_start=START_DATE, initial_set=h2storage_initial, h2_set=h2_set) ## @@ -140,32 +140,32 @@ try: row['more'] except KeyError: - world.connect(eval(row['send']), eval(row['receive']), (row['messages'],row['messager'])) + world.connect(eval(row['send']), eval(row['receive']), (row['messages'], row['messager'])) else: - if row['more']=='async_requests=True': + if row['more'] == 'async_requests=True': # world.connect(eval(row['send']),eval(row['receive']),(row['messages'],row['messager']), # time_shifted=True, initial_data={row['messages']: 0}) world.connect(eval(row['send']), eval(row['receive']), (row['messages'], row['messager']), async_requests=True) else: - world.connect(eval(row['send']), eval(row['receive']), (row['messages'],row['messager'])) -if realtimefactor==0: + world.connect(eval(row['send']), eval(row['receive']), (row['messages'], row['messager'])) +if realtimefactor == 0: world.run(until=end) else: - world.run(until=end,rt_factor=realtimefactor) + world.run(until=end, rt_factor=realtimefactor) #################################final results show############################################ -if RESULTS_SHOW_TYPE['Finalresults_show']==True: +if RESULTS_SHOW_TYPE['Finalresults_show'] == True: import matplotlib.pyplot as plt import matplotlib - matplotlib.use('TkAgg') + # matplotlib.use('TkAgg') import pandas as pd - data=pd.read_csv(outputfile) - # Get all axes of figure - fig= plt.figure() - fig.subplots_adjust(hspace=0.5,wspace = 0.5) + data = pd.read_csv(outputfile) + # Get all axes of figure + fig = plt.figure() + fig.subplots_adjust(hspace=0.5, wspace=0.5) fig.suptitle('simulation results') - # Plot new data - ax1=fig.add_subplot(221) + # Plot new data + ax1 = fig.add_subplot(221) try: ax1.plot(data['PV-0.pv_0-pv_gen']) except KeyError: @@ -174,7 +174,7 @@ ax1.set_xlabel('time') ax1.set_ylabel('P [kW]') - ax2=fig.add_subplot(222) + ax2 = fig.add_subplot(222) try: ax2.plot(data['Wind-0.wind_0-wind_gen']) except KeyError: @@ -183,7 +183,7 @@ ax2.set_xlabel('time') ax2.set_ylabel('P [kW]') - ax3=fig.add_subplot(223) + ax3 = fig.add_subplot(223) try: ax3.plot(data['H2storage-0.h2storage_0-h2_soc']) except KeyError: @@ -192,8 +192,7 @@ ax3.set_xlabel('time') ax3.set_ylabel('soc [%]') - - ax4=fig.add_subplot(224) + ax4 = fig.add_subplot(224) try: ax4.plot(data['Battery-0.Battery_0-soc']) except KeyError: