{"id":"https://openalex.org/W4413800331","doi":"https://doi.org/10.1038/s41598-025-17032-y","title":"Research on the cooperation stability and operation strategies of heterogeneous energy alliances based on multi-scale cost equilibrium","display_name":"Research on the cooperation stability and operation strategies of heterogeneous energy alliances based on multi-scale cost equilibrium","publication_year":2025,"publication_date":"2025-08-29","ids":{"openalex":"https://openalex.org/W4413800331","doi":"https://doi.org/10.1038/s41598-025-17032-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/40877416"},"language":"en","primary_location":{"id":"doi:10.1038/s41598-025-17032-y","doi":"https://doi.org/10.1038/s41598-025-17032-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-17032-y","pdf_url":"https://www.nature.com/articles/s41598-025-17032-y.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.nature.com/articles/s41598-025-17032-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100731690","display_name":"Yong Cui","orcid":"https://orcid.org/0000-0003-0281-1440","observed_orcids":["https://orcid.org/0000-0003-0281-1440"]},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]},{"id":"https://openalex.org/I4210109416","display_name":"Anhui Science and Technology University","ror":"https://ror.org/01pn91c28","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210109416"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Cui","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Philosophy and Social Sciences for Digital Rural Construction and Governance, Chuzhou, 233100, Anhui, China. cuiyong826@126.com","College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China. cuiyong826@126.com","College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Philosophy and Social Sciences for Digital Rural Construction and Governance, Chuzhou, 233100, Anhui, China. cuiyong826@126.com","institution_ids":[]},{"raw_affiliation_string":"College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China. cuiyong826@126.com","institution_ids":["https://openalex.org/I4210109416"]},{"raw_affiliation_string":"College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China","institution_ids":["https://openalex.org/I184681353","https://openalex.org/I4210109416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100783061","display_name":"Jian Zheng","orcid":"https://orcid.org/0000-0001-5580-1671","observed_orcids":["https://orcid.org/0000-0001-5580-1671","https://orcid.org/0000-0001-5532-5978"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jian Zheng","raw_affiliation_strings":["Yichang Electric Power Survey and Design Institute Co. LTD, Yichang, 443002, Hubei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yichang Electric Power Survey and Design Institute Co. LTD, Yichang, 443002, Hubei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019934558","display_name":"Kun Xu","orcid":"https://orcid.org/0000-0001-7827-2637","observed_orcids":["https://orcid.org/0000-0001-7827-2637"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kun Xu","raw_affiliation_strings":["Anhui Qiankun Electric Power Engineering Co., Ltd, Hefei, 231283, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Qiankun Electric Power Engineering Co., Ltd, Hefei, 231283, Anhui, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qian Zheng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]},{"id":"https://openalex.org/I4210109416","display_name":"Anhui Science and Technology University","ror":"https://ror.org/01pn91c28","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210109416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zheng","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Philosophy and Social Sciences for Digital Rural Construction and Governance, Chuzhou, 233100, Anhui, China","College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Philosophy and Social Sciences for Digital Rural Construction and Governance, Chuzhou, 233100, Anhui, China","institution_ids":[]},{"raw_affiliation_string":"College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China","institution_ids":["https://openalex.org/I184681353","https://openalex.org/I4210109416"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102721532","display_name":"Chen Yu","orcid":"https://orcid.org/0000-0002-4505-039X","observed_orcids":["https://orcid.org/0000-0002-4505-039X","https://orcid.org/0000-0002-4765-7750"]},"institutions":[{"id":"https://openalex.org/I4405270619","display_name":"State Grid Zhejiang Electric Power Company (China)","ror":"https://ror.org/011kx0q31","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405270619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Yu","raw_affiliation_strings":["Huzhou Power Supply Company, State Grid Zhejiang Electric Power Co., Ltd., Huzhou, 313000, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Power Supply Company, State Grid Zhejiang Electric Power Co., Ltd., Huzhou, 313000, Zhejiang, China","institution_ids":["https://openalex.org/I4405270619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100748869","display_name":"Li Zhu","orcid":"https://orcid.org/0000-0001-5249-6536","observed_orcids":["https://orcid.org/0000-0001-5249-6536","https://orcid.org/0000-0003-0609-6456","https://orcid.org/0000-0002-6691-8514"]},"institutions":[{"id":"https://openalex.org/I4405270619","display_name":"State Grid Zhejiang Electric Power Company (China)","ror":"https://ror.org/011kx0q31","country_code":"CN","type":"company","lineage":["https://openalex.org/I4405270619"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhu Li","raw_affiliation_strings":["Huzhou Power Supply Company, State Grid Zhejiang Electric Power Co., Ltd., Huzhou, 313000, Zhejiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huzhou Power Supply Company, State Grid Zhejiang Electric Power Co., Ltd., Huzhou, 313000, Zhejiang, China","institution_ids":["https://openalex.org/I4405270619"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5119466256","display_name":"Tao Mengfei","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I184681353","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80","country_code":"CN","type":"education","lineage":["https://openalex.org/I184681353"]},{"id":"https://openalex.org/I4210109416","display_name":"Anhui Science and Technology University","ror":"https://ror.org/01pn91c28","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210109416"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Mengfei","raw_affiliation_strings":["College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Management, Anhui Science and Technology University, Bengbu, 233030, Anhui, China","institution_ids":["https://openalex.org/I184681353","https://openalex.org/I4210109416"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100731690"],"corresponding_institution_ids":["https://openalex.org/I184681353","https://openalex.org/I4210109416"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11724108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"1","first_page":"31794","last_page":"31794"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11185","display_name":"Integrated Energy Systems Optimization","score":0.5400000214576721,"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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.5400000214576721,"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/T10424","display_name":"Electric Power System Optimization","score":0.2847000062465668,"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":0.14249999821186066,"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/cooperation-stability","display_name":"cooperation stability","score":0.9190000295639038},{"id":"https://openalex.org/keywords/time-of-use-pricing","display_name":"time-of-use pricing","score":0.734000027179718},{"id":"https://openalex.org/keywords/cost-allocation","display_name":"cost allocation","score":0.6439999938011169},{"id":"https://openalex.org/keywords/energy-complementarity","display_name":"energy complementarity","score":0.6669999957084656},{"id":"https://openalex.org/keywords/generation-portfolio","display_name":"generation portfolio","score":0.4189999997615814},{"id":"https://openalex.org/keywords/new-power-system","display_name":"new power system","score":0.6299999952316284}],"concepts":[{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.624498188495636},{"id":"https://openalex.org/C202269582","wikidata":"https://www.wikidata.org/wiki/Q2644277","display_name":"Complementarity (molecular biology)","level":2,"score":0.6100887060165405},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5587079524993896},{"id":"https://openalex.org/C2778431023","wikidata":"https://www.wikidata.org/wiki/Q878249","display_name":"Alliance","level":2,"score":0.5328389406204224},{"id":"https://openalex.org/C2781416736","wikidata":"https://www.wikidata.org/wiki/Q105354050","display_name":"Cooperative game theory","level":3,"score":0.5061189532279968},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4571852385997772},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4354114830493927},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3989846706390381},{"id":"https://openalex.org/C177142836","wikidata":"https://www.wikidata.org/wiki/Q44455","display_name":"Game theory","level":2,"score":0.3835601210594177},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3481307625770569},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3434019386768341},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.3341729938983917},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2532327175140381},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2359941601753235},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08889937400817871},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1038/s41598-025-17032-y","doi":"https://doi.org/10.1038/s41598-025-17032-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-17032-y","pdf_url":"https://www.nature.com/articles/s41598-025-17032-y.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},{"id":"pmid:40877416","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40877416","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific reports","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:11203751","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12394713","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:12394713","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12394713","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sci Rep","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:e1ea138af76246638674edec8e886d2f","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/e1ea138af76246638674edec8e886d2f","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,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Reports, Vol 15, Iss 1, Pp 1-23 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1038/s41598-025-17032-y","doi":"https://doi.org/10.1038/s41598-025-17032-y","is_oa":true,"landing_page_url":"https://doi.org/10.1038/s41598-025-17032-y","pdf_url":"https://www.nature.com/articles/s41598-025-17032-y.pdf","source":{"id":"https://openalex.org/S196734849","display_name":"Scientific Reports","issn_l":"2045-2322","issn":["2045-2322"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","dongbi-c","doyens","jufo-1","ki-jl-1","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Reports","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":1.0},{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.4399999976158142},{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.428600013256073}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323708","display_name":"Anhui University of Science and Technology","ror":"https://ror.org/00q9atg80"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413800331.pdf","grobid_xml":"https://content.openalex.org/works/W4413800331.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W2605239856","https://openalex.org/W3035774020","https://openalex.org/W3042458244","https://openalex.org/W3161186206","https://openalex.org/W3216558044","https://openalex.org/W4210744967","https://openalex.org/W4211082742","https://openalex.org/W4281715448","https://openalex.org/W4296425522","https://openalex.org/W4311729371","https://openalex.org/W4323033541","https://openalex.org/W4391467976","https://openalex.org/W4404739315","https://openalex.org/W4406727901"],"related_works":["https://openalex.org/W1496195681","https://openalex.org/W1894585900","https://openalex.org/W2006581498","https://openalex.org/W2120220542","https://openalex.org/W2886712576","https://openalex.org/W2991299177","https://openalex.org/W2013832345","https://openalex.org/W1561886746","https://openalex.org/W144102354","https://openalex.org/W2004258443"],"abstract_inverted_index":{"With":[0],"the":[1,12,17,31,34,42,47,52,73,87,127,168],"goal":[2],"of":[3,16,25,60,72,80,82,96,126,129,170],"high":[4],"proportion":[5],"new":[6,171],"energy":[7,35,98,141,161],"generation,":[8],"this":[9,120],"study":[10,121],"investigates":[11],"dynamic":[13],"evolution":[14],"mechanism":[15,40,79,157],"cooperation":[18,155],"stability":[19,57,68,128],"(hereinafter":[20],"referred":[21],"to":[22,148],"as":[23,28,30],"\"stability\")":[24],"heterogeneous":[26,97],"energy,":[27],"well":[29],"relationship":[32],"between":[33],"supply":[36],"demand":[37],"power":[38,172],"imbalance":[39],"and":[41,93,113,163],"cost":[43,63,88],"equilibrium":[44],"allocation":[45,89],"among":[46],"alliance":[48,74,104,142,154],"participants.":[49],"Based":[50],"on":[51,86,110],"Largest":[53],"Consistent":[54],"Set":[55],"(LCS)":[56],"analysis":[58,125],"method":[59],"each":[61,130],"agent's":[62],"deviation,":[64],"a":[65,102,133],"multi-scale":[66],"scenario":[67],"operation":[69,105,156],"strategy":[70,106],"model":[71],"is":[75,99,107],"constructed.":[76],"The":[77,116,153],"impact":[78],"time":[81],"use":[83],"(TOU)":[84],"pricing":[85],"equilibrium,":[90],"benefit":[91],"consistency,":[92],"complementary":[94],"characteristics":[95],"analyzed.":[100],"Meanwhile,":[101],"comprehensive":[103],"proposed":[108,118],"based":[109],"stability,":[111],"economy,":[112],"strong":[114],"complementarity.":[115],"methods":[117],"in":[119,138],"provide":[122,164],"an":[123],"effective":[124,165],"participant,":[131],"offering":[132],"basis":[134],"for":[135,167],"decision":[136],"making":[137],"cooperative,":[139],"stable":[140],"generation":[143],"portfolios.":[144],"It":[145],"also":[146],"contributes":[147],"system":[149],"coordination":[150],"optimization":[151],"theory.":[152],"can":[158],"promote":[159],"efficient":[160],"utilization":[162],"support":[166],"development":[169],"systems.":[173]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2025-10-10T00:00:00"}
