{"id":"https://openalex.org/W3097936568","doi":"https://doi.org/10.1109/access.2020.3035504","title":"Energy Arbitrage Optimization With Battery Storage: 3D-MILP for Electro-Thermal Performance and Semi-Empirical Aging Models","display_name":"Energy Arbitrage Optimization With Battery Storage: 3D-MILP for Electro-Thermal Performance and Semi-Empirical Aging Models","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3097936568","doi":"https://doi.org/10.1109/access.2020.3035504","mag":"3097936568"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3035504","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035504","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09250459.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09250459.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017711229","display_name":"Volkan Kumtepeli","orcid":"https://orcid.org/0000-0003-2392-9771"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"Volkan Kumtepeli","raw_affiliation_strings":["Interdisciplinary Graduate School, Energy Research Institute @ NTU, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-2392-9771","affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School, Energy Research Institute @ NTU, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035854523","display_name":"Holger C. Hesse","orcid":"https://orcid.org/0000-0002-6670-2684"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger C. Hesse","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Technical University of Munich (TUM), Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6670-2684","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Technical University of Munich (TUM), Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063811098","display_name":"Michael Schimpe","orcid":"https://orcid.org/0000-0001-5000-2045"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Schimpe","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Technical University of Munich (TUM), Munich, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5000-2045","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Technical University of Munich (TUM), Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101403998","display_name":"Anshuman Tripathi","orcid":"https://orcid.org/0000-0002-4902-3719"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Anshuman Tripathi","raw_affiliation_strings":["Energy Research Institute @ NTU, Nanyang Technological University, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Energy Research Institute @ NTU, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101409276","display_name":"Youyi Wang","orcid":"https://orcid.org/0000-0001-8394-6931"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Youyi Wang","raw_affiliation_strings":["School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0001-8394-6931","affiliations":[{"raw_affiliation_string":"School of Electrical & Electronic Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052656553","display_name":"Andreas Jossen","orcid":"https://orcid.org/0000-0003-0964-1405"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Andreas Jossen","raw_affiliation_strings":["Interdisciplinary Graduate School, Energy Research Institute @ NTU, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0003-0964-1405","affiliations":[{"raw_affiliation_string":"Interdisciplinary Graduate School, Energy Research Institute @ NTU, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5017711229"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1710,"currency":"EUR","value_usd":1844},"fwci":1.5279,"has_fulltext":true,"cited_by_count":36,"citation_normalized_percentile":{"value":0.82767123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"204325","last_page":"204341"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10663","display_name":"Advanced Battery Technologies Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10768","display_name":"Electric Vehicles and Infrastructure","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10018","display_name":"Advancements in Battery Materials","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.5640618801116943},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5401502847671509},{"id":"https://openalex.org/keywords/arbitrage","display_name":"Arbitrage","score":0.5186337828636169},{"id":"https://openalex.org/keywords/depth-of-discharge","display_name":"Depth of discharge","score":0.5044294595718384},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.5031926035881042},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.49205297231674194},{"id":"https://openalex.org/keywords/profitability-index","display_name":"Profitability index","score":0.47694817185401917},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4046345055103302},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3880317807197571},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.2781202495098114},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2460097372531891},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17023301124572754},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.14080846309661865},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09987422823905945}],"concepts":[{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.5640618801116943},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5401502847671509},{"id":"https://openalex.org/C160623529","wikidata":"https://www.wikidata.org/wiki/Q273088","display_name":"Arbitrage","level":2,"score":0.5186337828636169},{"id":"https://openalex.org/C2780106510","wikidata":"https://www.wikidata.org/wiki/Q4822597","display_name":"Depth of discharge","level":4,"score":0.5044294595718384},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.5031926035881042},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.49205297231674194},{"id":"https://openalex.org/C129361004","wikidata":"https://www.wikidata.org/wiki/Q2470236","display_name":"Profitability index","level":2,"score":0.47694817185401917},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4046345055103302},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3880317807197571},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.2781202495098114},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2460097372531891},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17023301124572754},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.14080846309661865},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09987422823905945},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2020.3035504","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035504","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09250459.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:82b839a2e1974c7b97b7c1ada020eea8","is_oa":false,"landing_page_url":"https://doaj.org/article/82b839a2e1974c7b97b7c1ada020eea8","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 204325-204341 (2020)","raw_type":"article"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/145819","is_oa":true,"landing_page_url":"https://hdl.handle.net/10356/145819","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1593484","is_oa":true,"landing_page_url":"https://mediatum.ub.tum.de/1593484","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1595533","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1595533","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3035504","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3035504","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09250459.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320323383","display_name":"Technische Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/02kkvpp62"},{"id":"https://openalex.org/F4320335158","display_name":"Energy Research Institute, Nanyang Technological University","ror":"https://ror.org/02e7b5302"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3097936568.pdf","grobid_xml":"https://content.openalex.org/works/W3097936568.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1562062815","https://openalex.org/W1975333294","https://openalex.org/W1977049759","https://openalex.org/W1992824073","https://openalex.org/W2000745820","https://openalex.org/W2053221179","https://openalex.org/W2056276294","https://openalex.org/W2063225457","https://openalex.org/W2077937117","https://openalex.org/W2091593675","https://openalex.org/W2146292423","https://openalex.org/W2161116097","https://openalex.org/W2163448589","https://openalex.org/W2170981447","https://openalex.org/W2207543916","https://openalex.org/W2278356837","https://openalex.org/W2314918979","https://openalex.org/W2334081160","https://openalex.org/W2466522000","https://openalex.org/W2513646848","https://openalex.org/W2536620281","https://openalex.org/W2554367017","https://openalex.org/W2565010982","https://openalex.org/W2573169101","https://openalex.org/W2579487043","https://openalex.org/W2617634151","https://openalex.org/W2729664112","https://openalex.org/W2743845567","https://openalex.org/W2745894396","https://openalex.org/W2753858526","https://openalex.org/W2761393924","https://openalex.org/W2767587554","https://openalex.org/W2767681895","https://openalex.org/W2781819803","https://openalex.org/W2782996909","https://openalex.org/W2790562890","https://openalex.org/W2792330355","https://openalex.org/W2792763038","https://openalex.org/W2795993453","https://openalex.org/W2886075502","https://openalex.org/W2888688605","https://openalex.org/W2903174356","https://openalex.org/W2909107555","https://openalex.org/W2912599198","https://openalex.org/W2920919845","https://openalex.org/W2921926625","https://openalex.org/W2923887233","https://openalex.org/W2947912065","https://openalex.org/W2948734503","https://openalex.org/W2963494043","https://openalex.org/W2964022432","https://openalex.org/W2990044136","https://openalex.org/W2990200497","https://openalex.org/W2999021634","https://openalex.org/W3002835034","https://openalex.org/W3012550747","https://openalex.org/W3020702167","https://openalex.org/W3045016383","https://openalex.org/W4256222489","https://openalex.org/W4292196041","https://openalex.org/W4297747509","https://openalex.org/W6725799597","https://openalex.org/W6738282869","https://openalex.org/W6741924637","https://openalex.org/W6758370724","https://openalex.org/W6837284737","https://openalex.org/W6961214282","https://openalex.org/W7043252397"],"related_works":["https://openalex.org/W2492051611","https://openalex.org/W2188052638","https://openalex.org/W4281485519","https://openalex.org/W1844528304","https://openalex.org/W4312262187","https://openalex.org/W2150758860","https://openalex.org/W2801088584","https://openalex.org/W4308091343","https://openalex.org/W2804823440","https://openalex.org/W2563498462"],"abstract_inverted_index":{"Dispatch":[0],"of":[1,12,19,63,77,86,109,115,132,188,224,234],"battery":[2,65,79,88,116,155],"storage":[3,66],"systems":[4],"for":[5,38],"stationary":[6],"grid":[7],"applications":[8],"is":[9,240],"a":[10,32,98,120,133,163,168,208],"topic":[11],"increasing":[13],"interest:":[14],"due":[15],"to":[16,105,146,152,237],"the":[17,49,59,74,78,147,154,172,189,213,220,225,235],"volatility":[18],"power":[20,90],"system's":[21],"energy":[22,28,46],"supply":[23],"relying":[24],"on":[25,141],"variable":[26],"renewable":[27],"sources,":[29],"one":[30],"foresees":[31],"rising":[33],"demand":[34],"and":[35,41,81,89,112,127,175,198,232],"market":[36,180],"potential":[37,50],"both":[39,87],"short-":[40],"long-term":[42],"fluctuation":[43],"smoothing":[44],"via":[45,53,194,202],"storage.":[47],"While":[48],"revenue":[51,149],"attainable":[52],"arbitrage":[54,148],"trading":[55,181],"may":[56],"yet":[57],"surpass":[58],"steadily":[60],"declining":[61],"cost":[62],"lithium-ion":[64],"systems,":[67],"profitability":[68,169,187],"will":[69],"be":[70],"constrained":[71],"directly":[72],"by":[73,83,157,192],"limited":[75],"lifetime":[76,156,174],"system":[80,190],"lowered":[82],"dissipation":[84],"losses":[85],"electronic":[91],"components.":[92],"In":[93],"this":[94],"study,":[95],"we":[96,183],"present":[97],"novel":[99],"three-dimensional":[100],"mixed-integer":[101],"program":[102],"formulation":[103],"allowing":[104],"model":[106,137],"power,":[107],"state":[108],"charge":[110],"(SOC),":[111],"temperature":[113],"dependence":[114,140],"dynamics":[117],"simultaneously":[118],"in":[119,207],"three":[121],"dimensional":[122],"space":[123],"leveraging":[124],"binary":[125],"counting":[126],"union-jack":[128],"triangulation.":[129],"The":[130],"inclusion":[131],"state-of-the-art":[134],"electro-thermal":[135],"degradation":[136],"with":[138],"its":[139],"most":[142],"influential":[143],"physical":[144],"parameters":[145],"optimization":[150,216,226],"allows":[151],"extend":[153],"2.2":[158],"years":[159],"(or":[160],"40%)":[161],"over":[162,171,212],"base":[164,214],"scenario.":[165],"By":[166],"doing":[167],"estimation":[170],"battery's":[173],"using":[176],"2018":[177],"historical":[178],"intraday":[179],"prices,":[182],"have":[184],"shown":[185],"that":[186],"increases":[191],"11.14%":[193],"introducing":[195,203],"SOC":[196],"awareness":[197],"another":[199],"significant":[200],"12.64%":[201],"thermal":[204],"sensitivity,":[205],"resulting":[206],"total":[209],"25.19%":[210],"increase":[211],"case":[215],"formulation.":[217],"Lastly,":[218],"through":[219],"open":[221],"source":[222],"publication":[223],"routines":[227],"described":[228],"herein,":[229],"an":[230],"adaption":[231],"development":[233],"code":[236],"individual":[238],"needs":[239],"facilitated.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2020-11-09T00:00:00"}
