{"id":"https://openalex.org/W4385695890","doi":"https://doi.org/10.1109/tsg.2023.3303469","title":"Predicting Strategic Energy Storage Behaviors","display_name":"Predicting Strategic Energy Storage Behaviors","publication_year":2023,"publication_date":"2023-08-09","ids":{"openalex":"https://openalex.org/W4385695890","doi":"https://doi.org/10.1109/tsg.2023.3303469"},"language":"en","primary_location":{"id":"doi:10.1109/tsg.2023.3303469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3303469","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080322155","display_name":"Yuexin Bian","orcid":"https://orcid.org/0000-0002-7669-493X"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuexin Bian","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-7669-493X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009331140","display_name":"Ningkun Zheng","orcid":"https://orcid.org/0000-0001-7481-0995"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ningkun Zheng","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-7481-0995","affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101688327","display_name":"Yang Zheng","orcid":"https://orcid.org/0000-0001-6500-8423"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Zheng","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0001-6500-8423","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086056383","display_name":"Bolun Xu","orcid":"https://orcid.org/0000-0001-8225-0684"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bolun Xu","raw_affiliation_strings":["Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA"],"raw_orcid":"https://orcid.org/0000-0001-8225-0684","affiliations":[{"raw_affiliation_string":"Department of Earth and Environmental Engineering, Columbia University, New York, NY, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055691206","display_name":"Yuanyuan Shi","orcid":"https://orcid.org/0000-0002-6182-7664"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuanyuan Shi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6182-7664","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California at San Diego, La Jolla, CA, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9817,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75450379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"15","issue":"2","first_page":"1608","last_page":"1619"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9994000196456909,"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/T10454","display_name":"Optimal Power Flow Distribution","score":0.9986000061035156,"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/arbitrage","display_name":"Arbitrage","score":0.7684907913208008},{"id":"https://openalex.org/keywords/energy-storage","display_name":"Energy storage","score":0.6137439608573914},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5965991020202637},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.5701338052749634},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.480079710483551},{"id":"https://openalex.org/keywords/computer-data-storage","display_name":"Computer data storage","score":0.46991482377052307},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4670366942882538},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.44500353932380676},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4226154088973999},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.36053013801574707},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18003326654434204},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16641059517860413},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.12433475255966187},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09119877219200134}],"concepts":[{"id":"https://openalex.org/C160623529","wikidata":"https://www.wikidata.org/wiki/Q273088","display_name":"Arbitrage","level":2,"score":0.7684907913208008},{"id":"https://openalex.org/C73916439","wikidata":"https://www.wikidata.org/wiki/Q837718","display_name":"Energy storage","level":3,"score":0.6137439608573914},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5965991020202637},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.5701338052749634},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.480079710483551},{"id":"https://openalex.org/C194739806","wikidata":"https://www.wikidata.org/wiki/Q66221","display_name":"Computer data storage","level":2,"score":0.46991482377052307},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4670366942882538},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.44500353932380676},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4226154088973999},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.36053013801574707},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18003326654434204},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16641059517860413},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.12433475255966187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09119877219200134},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsg.2023.3303469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsg.2023.3303469","pdf_url":null,"source":{"id":"https://openalex.org/S59604973","display_name":"IEEE Transactions on Smart Grid","issn_l":"1949-3053","issn":["1949-3053","1949-3061"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Smart Grid","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1667249920","https://openalex.org/W1977419690","https://openalex.org/W1989635371","https://openalex.org/W2002443028","https://openalex.org/W2007853386","https://openalex.org/W2009775084","https://openalex.org/W2023059010","https://openalex.org/W2105848321","https://openalex.org/W2564800554","https://openalex.org/W2594728989","https://openalex.org/W2600219605","https://openalex.org/W2734468743","https://openalex.org/W2749229133","https://openalex.org/W2766955960","https://openalex.org/W2783263312","https://openalex.org/W2787549673","https://openalex.org/W2925206436","https://openalex.org/W2963248893","https://openalex.org/W2963278475","https://openalex.org/W2964307411","https://openalex.org/W3045930729","https://openalex.org/W3105693086","https://openalex.org/W3120013920","https://openalex.org/W3136439957","https://openalex.org/W3136995743","https://openalex.org/W3174818182","https://openalex.org/W3184449520","https://openalex.org/W4250589301","https://openalex.org/W4280654608","https://openalex.org/W4283268223","https://openalex.org/W4285303595","https://openalex.org/W4286582010","https://openalex.org/W4378697321","https://openalex.org/W6727685206","https://openalex.org/W6748278370","https://openalex.org/W6772183843"],"related_works":["https://openalex.org/W3124616626","https://openalex.org/W3125573662","https://openalex.org/W3140311013","https://openalex.org/W3123672265","https://openalex.org/W4231412345","https://openalex.org/W3125739650","https://openalex.org/W3123661710","https://openalex.org/W3188950768","https://openalex.org/W2347801455","https://openalex.org/W2373425142"],"abstract_inverted_index":{"Energy":[0],"storage":[1,21,52,62,95,111,122],"are":[2],"strategic":[3,20,47],"participants":[4],"in":[5],"electricity":[6],"markets":[7],"to":[8,59,81,129],"arbitrage":[9,22],"price":[10,68],"differences.":[11],"Future":[12],"power":[13,26],"system":[14],"operators":[15],"must":[16],"understand":[17],"and":[18,28,70,92,109,125],"predict":[19],"behaviors":[23,48],"for":[24,44],"market":[25],"monitoring":[27],"capacity":[29],"adequacy":[30],"planning.":[31],"This":[32],"paper":[33],"proposes":[34],"a":[35,56,87],"novel":[36],"data-driven":[37,132],"approach":[38,103,116],"that":[39,74],"incorporates":[40],"prior":[41],"model":[42,63,77,123],"knowledge":[43],"predicting":[45],"the":[46,61,66,75,82,99,119],"of":[49,89,101,121],"price-taker":[50],"energy":[51],"systems.":[53],"We":[54,72,97],"propose":[55],"gradient-descent":[57],"method":[58],"find":[60],"parameters":[64,78,85],"given":[65],"historical":[67],"signals":[69],"observations.":[71],"prove":[73],"identified":[76],"will":[79],"converge":[80],"true":[83],"user":[84],"under":[86],"class":[88],"quadratic":[90],"objective":[91],"linear":[93],"equality-constrained":[94],"models.":[96],"demonstrate":[98],"effectiveness":[100],"our":[102],"through":[104],"numerical":[105],"experiments":[106],"with":[107],"synthetic":[108],"real-world":[110],"behavior":[112,126],"data.":[113],"The":[114],"proposed":[115],"significantly":[117],"improves":[118],"accuracy":[120],"identification":[124],"forecasting":[127],"compared":[128],"previous":[130],"blackbox":[131],"approaches.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}