From 206b5d2c3754b2a934f6ddf17a4430a77b0d636d Mon Sep 17 00:00:00 2001 From: s_ranjbar Date: Tue, 10 Sep 2024 21:07:47 -0400 Subject: [PATCH] fix: codes finalized --- Results.xlsx | Bin 195870 -> 0 bytes Results_all_together.xlsx | Bin 0 -> 197041 bytes new_file_extended.csv | 1466 ++++++++++++++++++ optimized_updated.py | 5 +- results_multi_objective.csv | 1441 ----------------- results_rolling_window.csv | 2907 ++++++++++++++++++----------------- results_rule_based.csv | 2882 +++++++++++++++++----------------- rule_based.py | 7 +- 8 files changed, 4380 insertions(+), 4328 deletions(-) delete mode 100644 Results.xlsx create mode 100644 Results_all_together.xlsx create mode 100644 new_file_extended.csv delete mode 100644 results_multi_objective.csv diff --git a/Results.xlsx b/Results.xlsx deleted file mode 100644 index 3173b901dd7747023d2ea40fa63a62b7a4d8277f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 195870 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+3/1/2023 3:45,-2.3,0,21,18.5,1.9,0.07 +3/1/2023 4:00,-2.4,0,19,18.5,2.1,0.07 +3/1/2023 4:15,-2.4,0,19,18.4,1.3,0.07 +3/1/2023 4:30,-2.6,0,19,18.3,1,0.07 +3/1/2023 4:45,-2.7,0,19,18.2,1.2,0.07 +3/1/2023 5:00,-2.8,0,19,18.1,1.2,0.07 +3/1/2023 5:15,-3,0,19,18.1,1.2,0.07 +3/1/2023 5:30,-3.3,0,19,18.1,2.4,0.07 +3/1/2023 5:45,-3.5,0,19,18.3,4.9,0.07 +,,,,,, diff --git a/optimized_updated.py b/optimized_updated.py index a9fdb19..35393a0 100644 --- a/optimized_updated.py +++ b/optimized_updated.py @@ -4,7 +4,7 @@ import pandas as pd # Load data -data = pd.read_csv('new_file.csv') +data = pd.read_csv('new_file_extended.csv') demand = data['Q_tot_mpc'].to_list() demand_watts = [x * 1000 for x in demand] t_out = data['T_out'].to_list() @@ -111,7 +111,7 @@ for j in range(len(demand_watts) - control_horizon): # Adjust loop to avoid exc hp_cop_curve_coefficients[4] * t_out_fahrenheit ** 2 + hp_cop_curve_coefficients[5] * t_tank_fahrenheit * t_out_fahrenheit)) * hp_nominal_cop hp_electricity[j] = q_hp[j] / hp_cop[j] - electricity_cost[j] = hp_electricity[j] * p_electricity[j] + electricity_cost[j] = hp_electricity[j] * p_electricity[j] / 4000 # Update storage discharge and tank temperature for next step if storage_output[0] > 0.5 * max(demand_window): @@ -129,6 +129,7 @@ output["demand"] = demand_watts output["q_hp"] = q_hp output["hp_cop"] = hp_cop output["hp_electricity_consumption"] = hp_electricity +output["electricity_cost"] = electricity_cost output["m_ch"] = m_ch output["m_dis"] = m_dis output["t_sup_hp"] = t_sup_hp diff --git a/results_multi_objective.csv b/results_multi_objective.csv deleted file mode 100644 index 05cbd75..0000000 --- a/results_multi_objective.csv +++ /dev/null @@ -1,1441 +0,0 @@ -Datetime,optimized_storage_charge,optimized_storage_discharge,optimized_heat_pump_energy,demand,T,electricity_consumption,electricity_cost -2023-02-14 00:00:00,7180.792772324661,5599.4965,7180.792772324661,5600.0,40.0,718.0792772324662,0.05026554940627264 -2023-02-14 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04:00:00,5349.329256720936,4999.4965,5349.329256720936,5000.0,50.73890997547623,534.9329256720936,0.03744530479704655 -2023-02-17 04:15:00,5528.15057760123,7899.4965,5528.15057760123,7900.0,50.814196795430526,552.815057760123,0.03869705404320861 -2023-02-17 04:30:00,5651.081418020763,7899.4965,5651.081418020763,7900.0,50.30386410050969,565.1081418020763,0.03955756992614534 -2023-02-17 04:45:00,5734.1824378797755,7899.4965,5734.1824378797755,7900.0,49.81998711012679,573.4182437879775,0.04013927706515843 -2023-02-17 05:00:00,5784.003975528551,7899.4965,5784.003975528551,7900.0,49.353994126887144,578.4003975528551,0.04048802782869986 -2023-02-17 05:15:00,5805.935709427818,11199.4965,5805.935709427818,11200.0,48.89872313883734,580.5935709427819,0.040641549965994735 -2023-02-17 05:30:00,5789.777696632844,11199.4965,5789.777696632844,11200.0,47.737985522501866,578.9777696632844,0.04052844387642992 -2023-02-17 05:45:00,5728.854056645735,11199.4965,5728.854056645735,11200.0,46.573770571992455,572.8854056645736,0.04010197839652015 -2023-02-17 06:00:00,4.305708482750161e-11,9.340948648553382e-10,4.305708482750161e-11,0.0,45.396444364670884,4.3057084827501615e-12,2.1528542413750807e-15 -2023-02-17 06:15:00,4.3057074635882076e-11,9.340773357713926e-10,4.3057074635882076e-11,0.0,45.396444364670685,4.305707463588208e-12,2.152853731794104e-15 -2023-02-17 06:30:00,4.305706444142366e-11,9.34062785217502e-10,4.305706444142366e-11,0.0,45.396444364670494,4.3057064441423655e-12,2.1528532220711828e-15 -2023-02-17 06:45:00,4.30570542440668e-11,9.340506937546291e-10,4.30570542440668e-11,0.0,45.39644436467031,4.30570542440668e-12,2.15285271220334e-15 -2023-02-17 07:00:00,4.3057044043712234e-11,9.34040704043502e-10,4.3057044043712234e-11,0.0,45.3964443646701,4.305704404371223e-12,2.1528522021856116e-15 -2023-02-17 07:15:00,4.305703384020115e-11,9.340325934994265e-10,4.305703384020115e-11,0.0,45.39644436466991,4.305703384020115e-12,2.1528516920100574e-15 -2023-02-17 07:30:00,4.305702363344752e-11,9.340262056229012e-10,4.305702363344752e-11,0.0,45.39644436466972,4.305702363344752e-12,2.152851181672376e-15 -2023-02-17 07:45:00,4.3057013423411634e-11,9.340214147246128e-10,4.3057013423411634e-11,0.0,45.39644436466953,4.305701342341163e-12,2.1528506711705814e-15 -2023-02-17 08:00:00,4.305700321004056e-11,9.340180669592377e-10,4.305700321004056e-11,0.0,45.396444364669335,4.3057003210040556e-12,2.1528501605020278e-15 -2023-02-17 08:15:00,4.3056992993340906e-11,9.34015905745673e-10,4.3056992993340906e-11,0.0,45.396444364669144,4.30569929933409e-12,2.152849649667045e-15 -2023-02-17 08:30:00,4.305698277329283e-11,9.3401446265977e-10,4.305698277329283e-11,0.0,45.39644436466895,4.305698277329282e-12,2.152849138664641e-15 -2023-02-17 08:45:00,4.305697254990294e-11,9.34012716048822e-10,4.305697254990294e-11,0.0,45.39644436466876,4.3056972549902935e-12,2.1528486274951466e-15 -2023-02-17 09:00:00,4137.590598383501,3999.4965,4137.590598383501,4000.0,45.39644436466857,413.7590598383501,0.02896313418868451 -2023-02-17 09:15:00,3970.4476179376225,1699.4965,3970.4476179376225,1700.0,45.42616332414852,397.04476179376223,0.02779313332556336 -2023-02-17 09:30:00,3854.7605534750983,1699.4965,3854.7605534750983,1700.0,45.914890250533944,385.4760553475098,0.026983323874325692 -2023-02-17 09:45:00,3784.3412639254816,1699.4965,3784.3412639254816,1700.0,46.378720391167036,378.4341263925482,0.026490388847478376 -2023-02-17 10:00:00,3747.762683288031,1699.4965,3747.762683288031,1700.0,46.82739573490996,374.7762683288031,0.02623433878301622 -2023-02-17 10:15:00,3740.3999053530865,2299.4965,3740.3999053530865,2300.0,47.26819907421155,374.0399905353087,0.02618279933747161 -2023-02-17 10:30:00,3760.393360459915,2399.4965,3760.393360459915,2400.0,47.578293063885816,376.03933604599155,0.026322753523219413 -2023-02-17 10:45:00,3795.173724775659,2499.4965,3795.173724775659,2500.0,47.87116900229182,379.5173724775659,0.026566216073429617 -2023-02-17 11:00:00,3853.6574778201516,2699.4965,3853.6574778201516,2700.0,48.150009151095766,385.36574778201515,0.026975602344741063 -2023-02-17 11:15:00,3926.6838015198546,2699.4965,3926.6838015198546,2700.0,48.39839386655204,392.66838015198545,0.027486786610638983 -2023-02-17 11:30:00,4019.6176147563897,2699.4965,4019.6176147563897,2700.0,48.66249443359362,401.961761475639,0.028137323303294732 -2023-02-17 11:45:00,4134.838676925752,2699.4965,4134.838676925752,2700.0,48.94659510391423,413.48386769257525,0.02894387073848027 -2023-02-17 12:00:00,4272.998802646269,2699.4965,4272.998802646269,2700.0,49.25549227254962,427.2998802646269,0.029910991618523883 -2023-02-17 12:15:00,4437.312269343855,2699.4965,4437.312269343855,2700.0,49.59412261027837,443.7312269343855,0.03106118588540699 -2023-02-17 12:30:00,4629.422737685775,2699.4965,4629.422737685775,2700.0,49.96811452620602,462.94227376857754,0.03240595916380043 -2023-02-17 12:45:00,4850.308721088517,2799.4965,4850.308721088517,2800.0,50.38345015841961,485.03087210885167,0.03395216104761962 -2023-02-17 13:00:00,5100.571009034473,3399.4965,5100.571009034473,3400.0,50.824801425511836,510.0571009034473,0.035703997063241316 -2023-02-17 13:15:00,5361.819970880127,4599.4965,5361.819970880127,4600.0,51.19088632702571,536.1819970880127,0.0375327397961609 -2023-02-17 13:30:00,5605.109987758666,4599.4965,5605.109987758666,4600.0,51.354944462796176,560.5109987758666,0.039235769914310666 -2023-02-17 13:45:00,5824.1192815138875,7599.4965,5824.1192815138875,7600.0,51.57136056489632,582.4119281513888,0.04076883497059722 -2023-02-17 14:00:00,5977.690488376754,7599.4965,5977.690488376754,7600.0,51.18928512332828,597.7690488376754,0.04184383341863728 -2023-02-17 14:15:00,6086.938843884972,7599.4965,6086.938843884972,7600.0,50.84025943933476,608.6938843884972,0.04260857190719481 -2023-02-17 14:30:00,6156.851574884421,10699.4965,6156.851574884421,10700.0,50.51474487919522,615.6851574884421,0.04309796102419095 -2023-02-17 14:45:00,6191.940623332771,10699.4965,6191.940623332771,10700.0,49.537131193732755,619.1940623332771,0.0433435843633294 -2023-02-17 15:00:00,6203.915385021956,10699.4965,6203.915385021956,10700.0,48.56706895341698,620.3915385021957,0.0434274076951537 -2023-02-17 15:15:00,6190.973833457059,10699.4965,6190.973833457059,10700.0,47.599583778027146,619.097383345706,0.043336816834199425 -2023-02-17 15:30:00,6148.041137152378,8899.4965,6148.041137152378,8900.0,46.629313476762526,614.8041137152377,0.043036287960066644 -2023-02-17 15:45:00,6076.711971398047,8199.4965,6076.711971398047,8200.0,46.03717817629316,607.6711971398048,0.04253698379978634 -2023-02-17 16:00:00,4.305714372173552e-11,9.34103321342069e-10,4.305714372173552e-11,0.0,45.58033789036734,4.3057143721735525e-12,2.1528571860867764e-15 -2023-02-17 16:15:00,4.305713461291526e-11,9.340866037734968e-10,4.305713461291526e-11,0.0,45.58033789036715,4.305713461291526e-12,2.152856730645763e-15 -2023-02-17 16:30:00,4.3057125501282585e-11,9.34072183894026e-10,4.3057125501282585e-11,0.0,45.580337890366955,4.305712550128258e-12,2.152856275064129e-15 -2023-02-17 16:45:00,4.305711638685735e-11,9.340599637709777e-10,4.305711638685735e-11,0.0,45.58033789036676,4.305711638685735e-12,2.1528558193428674e-15 -2023-02-17 17:00:00,4.305710726950058e-11,9.340497146207528e-10,4.305710726950058e-11,0.0,45.580337890366586,4.305710726950058e-12,2.152855363475029e-15 -2023-02-17 17:15:00,4.305709814908656e-11,9.34041236259502e-10,4.305709814908656e-11,0.0,45.58033789036637,4.305709814908656e-12,2.152854907454328e-15 -2023-02-17 17:30:00,4.305708902552925e-11,9.340343656739349e-10,4.305708902552925e-11,0.0,45.58033789036618,4.3057089025529245e-12,2.1528544512764624e-15 -2023-02-17 17:45:00,4.305707989876909e-11,9.340289871130815e-10,4.305707989876909e-11,0.0,45.580337890365996,4.3057079898769094e-12,2.1528539949384546e-15 -2023-02-17 18:00:00,4.305707076879948e-11,9.3402499581686e-10,4.305707076879948e-11,0.0,45.5803378903658,4.3057070768799474e-12,2.1528535384399735e-15 -2023-02-17 18:15:00,4.3057061635587315e-11,9.340223102721133e-10,4.3057061635587315e-11,0.0,45.580337890365605,4.3057061635587315e-12,2.152853081779366e-15 -2023-02-17 18:30:00,4.305705249916569e-11,9.340208732097792e-10,4.305705249916569e-11,0.0,45.58033789036542,4.305705249916569e-12,2.152852624958285e-15 -2023-02-17 18:45:00,4.305704335947505e-11,9.340206408799709e-10,4.305704335947505e-11,0.0,45.58033789036523,4.3057043359475046e-12,2.1528521679737523e-15 -2023-02-17 19:00:00,4.3057034216548477e-11,9.340215526029419e-10,4.3057034216548477e-11,0.0,45.58033789036504,4.305703421654847e-12,2.1528517108274235e-15 -2023-02-17 19:15:00,4.3057025070379357e-11,9.340234943053772e-10,4.3057025070379357e-11,0.0,45.58033789036485,4.305702507037935e-12,2.1528512535189677e-15 -2023-02-17 19:30:00,4.3057015921000776e-11,9.340261904313653e-10,4.3057015921000776e-11,0.0,45.58033789036466,4.305701592100077e-12,2.1528507960500387e-15 -2023-02-17 19:45:00,4.305700676836641e-11,9.340289383601944e-10,4.305700676836641e-11,0.0,45.58033789036447,4.305700676836641e-12,2.1528503384183207e-15 -2023-02-17 20:00:00,4638.114424374298,5699.4965,4638.114424374298,5700.0,45.58033789036428,463.81144243742983,0.032466800970620095 -2023-02-17 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- 1): q_hp[i + 1] = hp_cap m_ch[i + 1] = q_hp[i + 1] / (cp * hp_delta_t) t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cp)) + t_tank[i + 1] - elif 40 <= t_tank[i + 1] < 55 and q_hp[i] == 0: + elif 40 <= t_tank[i + 1] < 50 and q_hp[i] == 0: q_hp[i + 1] = 0 m_ch[i + 1] = 0 t_sup_hp[i + 1] = t_tank[i + 1] - elif 40 <= t_tank[i + 1] < 55 and q_hp[i] > 0: + elif 40 <= t_tank[i + 1] < 50 and q_hp[i] > 0: q_hp[i + 1] = hp_cap m_ch[i + 1] = q_hp[i + 1] / (cp * hp_delta_t) t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cp)) + t_tank[i + 1] @@ -51,7 +51,7 @@ for i in range(len(demand) - 1): hp_cop_curve_coefficients[4] * t_out_fahrenheit ** 2 + hp_cop_curve_coefficients[5] * t_tank_fahrenheit * t_out_fahrenheit)) * hp_nominal_efficiency hp_electricity[i + 1] = q_hp[i + 1] / hp_cop[i + 1] - electricity_cost[i + 1] = hp_electricity[i + 1] * p_electricity[i + 1] + electricity_cost[i + 1] = hp_electricity[i + 1] * p_electricity[i + 1] / 4000 else: hp_cop[i + 1] = 0 hp_electricity[i + 1] = 0 @@ -74,6 +74,7 @@ output["demand"] = [x * 1000 for x in demand][1:] output["q_hp"] = q_hp[1:] output["hp_cop"] = hp_cop[1:] output["hp_electricity_consumption"] = hp_electricity[1:] +output["electricity_cost"] = electricity_cost[1:] output["m_ch"] = m_ch[1:] output["m_dis"] = m_dis[1:] output["t_sup_hp"] = t_sup_hp[1:]