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Merge pull request #10 from LLNL/sys_dev_merge
Hydrogen networks updates
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systems2atoms/hydrogen_networks/.ipynb_checkpoints/s2a_systems_run_analysis-checkpoint.ipynb
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systems2atoms/hydrogen_networks/__pycache__/s2a_systems_functions.cpython-311.pyc
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systems2atoms/hydrogen_networks/inputs/input params_baseline.xlsx
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/input params.csv
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scenario,run #,output dollar year,target station capacity (kg/day),station annual capacity factor,target number of stations,one-way delivery distance (mile),electricity cost ($/kWh),diesel cost ($/gallon),electricity emission factor (kg CO2/kWh),diesel emission factor (kg CO2/gallon),hydrogen prod. emission factor (kg CO2-eq/kg),LOHC prod. emission factor (kg CO2-eq/kg),hydrogen purchase cost ($/kg),LOHC purchase cost ($/kg),LOHC name,LOHC molar mass (kg/kmol),LOHC density (kg/m^3),stoic. ratio (mol H2/mol LOHC),stoic. ratio (mol CO2/mol LOHC),LOHC production pathway,hydr. reaction temperature (K),hydr. reaction pressure (bar),hydr. reaction yield,hydr. reactor volume (m^3),number of hydr. reactors,hydr. catalyst amount (kg),hydr. catalyst cost ($/kg),hydr. catalyst lifetime (yr),hydr. reactor energy (unit TBD),hydr. LOHC output flowrate (kg/s),hydr. electrolyzer cell area (m^2/cell),hydr. electrolyzer voltage (V),hydr. electrolyzer current density (A/m^2),hydr. separator energy (unit TBD),CO2 electrolyzer purchase cost ($/m^2),terminal LOHC storage amount (days),dehydr. reaction temperature (K),dehydr. reaction pressure (bar),dehydr. reaction yield,dehydr. reactor volume (m^3),number of dehydr. reactors,dehydr. catalyst amount (kg),dehydr. catalyst cost ($/kg),dehydr. catalyst lifetime (yr),dehydr. reactor energy (unit TBD),dehydr. gas/liquid separator energy (unit TBD),station LOHC storage amount (days) | ||
baseline,0,2022,1000,1.0,10,100,0.1709,6.028,0.228,10.18,0,0,0.31,0,formic acid,46.025,1220,1,1,electro,366.15,105,1,1,1,53,5450,1,0,2.6426092969379242,254.9721580150556,1.27,2000,0,5250,0.25,300,1,0.9999,0.0731028611028611,1,9.64671203342243,3500,1,0,0,1 | ||
FA - delivery only,1,2022,1000,1.0,10,100,0.1709,6.028,0.0,10.18,0,0,0.0,0,formic acid,46.025,1220,1,1,purchase,366.15,105,1,1,1,53,5450,1,0,2.6426092969379242,254.9721580150556,1.27,2000,0,5250,0.25,300,1,0.9999,0.0731028611028611,1,9.64671203342243,3500,1,0,0,1 | ||
FA - closed loop,2,2022,1000,1.0,10,100,0.1709,6.028,0.0,10.18,0,0,0.31,0,formic acid,46.025,1220,1,1,electro,366.15,105,1,1,1,53,5450,1,0,2.6426092969379242,254.9721580150556,1.27,2000,0,5250,0.25,300,1,0.9999,0.0731028611028611,1,9.64671203342243,3500,1,0,0,1 | ||
FA - closed loop - 80 cap factor,3,2022,1000,0.8,10,100,0.1709,6.028,0.0,10.18,0,0,0.31,0,formic acid,46.025,1220,1,1,electro,366.15,105,1,1,1,53,5450,1,0,2.6426092969379242,254.9721580150556,1.27,2000,0,5250,0.25,300,1,0.9999,0.0731028611028611,1,9.64671203342243,3500,1,0,0,1 |
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/input params_varied.csv
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scenario,run #,station annual capacity factor,electricity emission factor (kg CO2/kWh),hydrogen purchase cost ($/kg),LOHC production pathway | ||
baseline,0,1.0,0.228,0.31,electro | ||
FA - delivery only,1,1.0,0.0,0.0,purchase | ||
FA - closed loop,2,1.0,0.0,0.31,electro | ||
FA - closed loop - 80 cap factor,3,0.8,0.0,0.31,electro |
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/output_0000.csv
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/output_0001.csv
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/output_0002.csv
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/output_0003.csv
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systems2atoms/hydrogen_networks/outputs/outputs 2024-07-24 baseline/output_all runs.csv
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..._networks/outputs/outputs 2024-07-24 baseline/output_all runs_refueling station costs.csv
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...rks/outputs/outputs 2024-07-24 baseline/output_all runs_refueling station costs_pivot.csv
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scenario,run #,station annual capacity factor,electricity emission factor (kg CO2/kWh),hydrogen purchase cost ($/kg),LOHC production pathway,PSA electricity cost ($/kg H2),PSA electricity cost ($/yr),PSA labor cost ($/kg H2),PSA labor cost ($/yr),PSA levelized capital cost ($/kg H2),PSA levelized capital cost ($/yr),"PSA operation, maintenance, repair costs ($/kg H2)","PSA operation, maintenance, repair costs ($/yr)",PSA other O&M costs ($/kg H2),PSA other O&M costs ($/yr),PSA refrigerator electricity cost ($/kg H2),PSA refrigerator electricity cost ($/yr),PSA refrigerator labor cost ($/kg H2),PSA refrigerator labor cost ($/yr),PSA refrigerator levelized capital cost ($/kg H2),PSA refrigerator levelized capital cost ($/yr),"PSA refrigerator operation, maintenance, repair costs ($/kg H2)","PSA refrigerator operation, maintenance, repair costs ($/yr)",PSA refrigerator other O&M costs ($/kg H2),PSA refrigerator other O&M costs ($/yr),all dehydr. catalyst amount (kg),all dehydr. reactor volume (m^3),cascade storage labor cost ($/kg H2),cascade storage labor cost ($/yr),cascade storage levelized capital cost ($/kg H2),cascade storage levelized capital cost ($/yr),"cascade storage operation, maintenance, repair costs ($/kg H2)","cascade storage operation, maintenance, repair costs ($/yr)",cascade storage other O&M costs ($/kg H2),cascade storage other O&M costs ($/yr),catalyst labor cost ($/kg H2),catalyst labor cost ($/yr),catalyst levelized capital cost ($/kg H2),catalyst levelized capital cost ($/yr),catalyst other O&M costs ($/kg H2),catalyst other O&M costs ($/yr),catalyst purchase cost ($/station),compressor electricity cost ($/kg H2),compressor electricity cost ($/yr),compressor labor cost ($/kg H2),compressor labor cost ($/yr),compressor levelized capital cost ($/kg H2),compressor levelized capital cost ($/yr),"compressor operation, maintenance, repair costs ($/kg H2)","compressor operation, maintenance, repair costs ($/yr)",compressor other O&M costs ($/kg H2),compressor other O&M costs ($/yr),liquid storage labor cost ($/kg H2),liquid storage labor cost ($/yr),liquid storage levelized capital cost ($/kg H2),liquid storage levelized capital cost ($/yr),"liquid storage operation, maintenance, repair costs ($/kg H2)","liquid storage operation, maintenance, repair costs ($/yr)",liquid storage other O&M costs ($/kg H2),liquid storage other O&M costs ($/yr),reactor installed cost ($/station),reactor labor cost ($/kg H2),reactor labor cost ($/yr),reactor levelized capital cost ($/kg H2),reactor levelized capital cost ($/yr),"reactor operation, maintenance, repair costs ($/kg H2)","reactor operation, maintenance, repair costs ($/yr)",reactor other O&M costs ($/kg H2),reactor other O&M costs ($/yr),reactor pump electricity cost ($/kg H2),reactor pump electricity cost ($/yr),reactor pump labor cost ($/kg H2),reactor pump labor cost ($/yr),reactor pump levelized capital cost ($/kg H2),reactor pump levelized capital cost ($/yr),"reactor pump operation, maintenance, repair costs ($/kg H2)","reactor pump operation, maintenance, repair costs ($/yr)",reactor pump other O&M costs ($/kg H2),reactor pump other O&M costs ($/yr),refrigerator electricity cost ($/kg H2),refrigerator electricity cost ($/yr),refrigerator labor cost ($/kg H2),refrigerator labor cost ($/yr),refrigerator levelized capital cost ($/kg H2),refrigerator levelized capital cost ($/yr),"refrigerator operation, maintenance, repair costs ($/kg H2)","refrigerator operation, maintenance, repair costs ($/yr)",refrigerator other O&M costs ($/kg H2),refrigerator other O&M costs ($/yr) | ||
baseline,0,1.0,0.228,0.31,electro,1.0195904046287483,3721504.9768949314,0.06300135577304773,229954.9485716242,1.238423773633985,4520246.773764045,0.07448076004281232,271854.77415626496,0.1923838031905842,702200.8816456323,0.001384026556428445,5051.696930963824,0.003398486732709998,12404.476574391492,0.07115215308095452,259705.35874548397,0.008035442150149452,29329.3638480455,0.010377773536918017,37878.87340975076,9.64671203342243,0.0731028611028611,0.01950051910664352,71176.89473924885,0.3294123932501356,1202355.235362995,0.023053686170251306,84145.95452141727,0.059547671377759126,217349.0005288208,0.0007824566574576873,2855.966799720559,0.1318924985834886,481407.61982973333,0.0023893452092645343,8721.110013815549,33763.49211697851,0.425335946504673,1552476.2047420563,0.06280973506526875,229255.53298823096,1.627792332165766,5941442.012405045,0.29701689738875214,1084111.6754689454,0.19179866148878674,700065.1144340716,0.0010895874129065529,3976.994057108918,0.018405848345775144,67181.34646207928,0.001288119876954765,4701.637550884892,0.0033272136421741583,12144.329793935678,60910.39709468507,0.0014115763129596791,5152.2535423028285,0.02774749277722259,101278.34863686246,0.0016687780025941114,6091.039709468507,0.004310453580700591,15733.155569557155,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05984979703474284,218451.75917681135,0.00419670825197521,15317.985119709516,0.0878640558183182,320703.80373686145,0.009922771230862196,36218.11499264702,0.012815259044658524,46775.695513003615 | ||
FA - delivery only,1,1.0,0.0,0.0,purchase,1.0195904046287483,3721504.9768949314,0.06300135577304773,229954.9485716242,1.238423773633985,4520246.773764045,0.07448076004281232,271854.77415626496,0.1923838031905842,702200.8816456323,0.001384026556428445,5051.696930963824,0.003398486732709998,12404.476574391492,0.07115215308095452,259705.35874548397,0.008035442150149452,29329.3638480455,0.010377773536918017,37878.87340975076,9.64671203342243,0.0731028611028611,0.01950051910664352,71176.89473924885,0.3294123932501356,1202355.235362995,0.023053686170251306,84145.95452141727,0.059547671377759126,217349.0005288208,0.0007824566574576873,2855.966799720559,0.1318924985834886,481407.61982973333,0.0023893452092645343,8721.110013815549,33763.49211697851,0.425335946504673,1552476.2047420563,0.06280973506526875,229255.53298823096,1.627792332165766,5941442.012405045,0.29701689738875214,1084111.6754689454,0.19179866148878674,700065.1144340716,0.0010895874129065529,3976.994057108918,0.018405848345775144,67181.34646207928,0.001288119876954765,4701.637550884892,0.0033272136421741583,12144.329793935678,60910.39709468507,0.0014115763129596791,5152.2535423028285,0.02774749277722259,101278.34863686246,0.0016687780025941114,6091.039709468507,0.004310453580700591,15733.155569557155,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05984979703474284,218451.75917681135,0.00419670825197521,15317.985119709516,0.0878640558183182,320703.80373686145,0.009922771230862196,36218.11499264702,0.012815259044658524,46775.695513003615 | ||
FA - closed loop,2,1.0,0.0,0.31,electro,1.0195904046287483,3721504.9768949314,0.06300135577304773,229954.9485716242,1.238423773633985,4520246.773764045,0.07448076004281232,271854.77415626496,0.1923838031905842,702200.8816456323,0.001384026556428445,5051.696930963824,0.003398486732709998,12404.476574391492,0.07115215308095452,259705.35874548397,0.008035442150149452,29329.3638480455,0.010377773536918017,37878.87340975076,9.64671203342243,0.0731028611028611,0.01950051910664352,71176.89473924885,0.3294123932501356,1202355.235362995,0.023053686170251306,84145.95452141727,0.059547671377759126,217349.0005288208,0.0007824566574576873,2855.966799720559,0.1318924985834886,481407.61982973333,0.0023893452092645343,8721.110013815549,33763.49211697851,0.425335946504673,1552476.2047420563,0.06280973506526875,229255.53298823096,1.627792332165766,5941442.012405045,0.29701689738875214,1084111.6754689454,0.19179866148878674,700065.1144340716,0.0010895874129065529,3976.994057108918,0.018405848345775144,67181.34646207928,0.001288119876954765,4701.637550884892,0.0033272136421741583,12144.329793935678,60910.39709468507,0.0014115763129596791,5152.2535423028285,0.02774749277722259,101278.34863686246,0.0016687780025941114,6091.039709468507,0.004310453580700591,15733.155569557155,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05984979703474284,218451.75917681135,0.00419670825197521,15317.985119709516,0.0878640558183182,320703.80373686145,0.009922771230862196,36218.11499264702,0.012815259044658524,46775.695513003615 | ||
FA - closed loop - 80 cap factor,3,0.8,0.0,0.31,electro,1.0195904046287483,2977203.981515945,0.07875169471630966,229954.9485716242,1.548029717042481,4520246.773764045,0.0931009500535154,271854.77415626496,0.24047975398823024,702200.8816456323,0.001384026556428445,4041.3575447710596,0.004248108415887498,12404.476574391492,0.08894019135119315,259705.35874548397,0.010044302687686815,29329.3638480455,0.01297221692114752,37878.87340975076,9.64671203342243,0.0731028611028611,0.024375648883304398,71176.89473924885,0.4117654915626695,1202355.235362995,0.028817107712814132,84145.95452141727,0.0744345892221989,217349.0005288208,0.0009780708218221092,2855.966799720559,0.16486562322936074,481407.61982973333,0.0029866815115806673,8721.110013815549,33763.49211697851,0.425335946504673,1241980.9637936451,0.07851216883158595,229255.53298823096,2.0347404152072075,5941442.012405045,0.37127112173594023,1084111.6754689454,0.23974832686098338,700065.1144340716,0.0013619842661331911,3976.994057108918,0.02300731043221893,67181.34646207928,0.0016101498461934562,4701.637550884892,0.0041590170527176975,12144.329793935678,60910.39709468507,0.0017644703911995987,5152.2535423028285,0.03468436597152824,101278.34863686246,0.002085972503242639,6091.039709468507,0.005388066975875737,15733.155569557155,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.05984979703474284,174761.40734144908,0.005245885314969012,15317.985119709516,0.10983006977289776,320703.80373686145,0.012403464038577746,36218.11499264702,0.016019073805823153,46775.695513003615 |
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