{"id":"https://openalex.org/W4412191534","doi":"https://doi.org/10.1186/s40537-025-01178-7","title":"Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends","display_name":"Comprehensive review of artificial intelligence applications in renewable energy systems: current implementations and emerging trends","publication_year":2025,"publication_date":"2025-07-11","ids":{"openalex":"https://openalex.org/W4412191534","doi":"https://doi.org/10.1186/s40537-025-01178-7"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-025-01178-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01178-7","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01178-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01178-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039887086","display_name":"Chukwuebuka Joseph Ejiyi","orcid":"https://orcid.org/0000-0001-9139-7223"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I4210139481","display_name":"Science and Technology Department of Sichuan Province","ror":"https://ror.org/04323m874","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210139481"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chukwuebuka Joseph Ejiyi","raw_affiliation_strings":["College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chenghua District, Chengdu, 610054, Sichuan, China","Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chenghua District, Chengdu, 610054, Sichuan, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I4210139481"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103100460","display_name":"Dongsheng Cai","orcid":"https://orcid.org/0000-0003-1041-6037"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongsheng Cai","raw_affiliation_strings":["College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011091049","display_name":"D. A. H. Thomas","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dara Thomas","raw_affiliation_strings":["Business School, Sichuan University, Qingyang District, Chengdu, 610017, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Business School, Sichuan University, Qingyang District, Chengdu, 610017, Sichuan, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067398111","display_name":"Sandra Obiora","orcid":"https://orcid.org/0000-0001-5197-2502"},"institutions":[{"id":"https://openalex.org/I84027002","display_name":"Leeds Beckett University","ror":"https://ror.org/02xsh5r57","country_code":"GB","type":"education","lineage":["https://openalex.org/I84027002"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sandra Obiora","raw_affiliation_strings":["Leeds Business School, Leeds Beckett University, Leeds, LS1 3HE, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Leeds Business School, Leeds Beckett University, Leeds, LS1 3HE, UK","institution_ids":["https://openalex.org/I84027002"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081099408","display_name":"Emmanuel Osei-Mensah","orcid":"https://orcid.org/0000-0001-9369-8425"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Emmanuel Osei-Mensah","raw_affiliation_strings":["College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015214363","display_name":"Caroline Acen","orcid":"https://orcid.org/0009-0005-6679-0775"},"institutions":[{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Caroline Acen","raw_affiliation_strings":["College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5117207473","display_name":"Francis Ofoma Eze","orcid":null},"institutions":[{"id":"https://openalex.org/I4210139481","display_name":"Science and Technology Department of Sichuan Province","ror":"https://ror.org/04323m874","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210139481"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Francis O. Eze","raw_affiliation_strings":["Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chenghua District, Chengdu, 610054, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chenghua District, Chengdu, 610054, Sichuan, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I4210139481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017438434","display_name":"Francis Sam","orcid":"https://orcid.org/0000-0003-4535-5705"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210139481","display_name":"Science and Technology Department of Sichuan Province","ror":"https://ror.org/04323m874","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210139481"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Francis Sam","raw_affiliation_strings":["Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chenghua District, Chengdu, 610054, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Network and Data Security Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chenghua District, Chengdu, 610054, Sichuan, China","institution_ids":["https://openalex.org/I150229711","https://openalex.org/I4210139481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030153723","display_name":"Qingxian Zhang","orcid":"https://orcid.org/0000-0001-8840-7793"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxian Zhang","raw_affiliation_strings":["College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057518673","display_name":"Olusola Bamisile","orcid":"https://orcid.org/0000-0002-5154-6404"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]},{"id":"https://openalex.org/I31595395","display_name":"Chengdu University of Technology","ror":"https://ror.org/05pejbw21","country_code":"CN","type":"education","lineage":["https://openalex.org/I31595395"]},{"id":"https://openalex.org/I177639307","display_name":"University of Dundee","ror":"https://ror.org/03h2bxq36","country_code":"GB","type":"education","lineage":["https://openalex.org/I177639307"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Olusola O. Bamisile","raw_affiliation_strings":["College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","Energy and Environmental Science Division, CEPMLP, University of Dundee, Dundee, Scotland, UK","Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Nuclear Technology and Automation Engineering, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395","https://openalex.org/I102345215"]},{"raw_affiliation_string":"Energy and Environmental Science Division, CEPMLP, University of Dundee, Dundee, Scotland, UK","institution_ids":["https://openalex.org/I177639307"]},{"raw_affiliation_string":"Sichuan Engineering Technology Research Center for Industrial Internet Intelligent Monitoring and Application, Chengdu University of Technology, Chenghua District, Chengdu, 610059, Sichuan, China","institution_ids":["https://openalex.org/I31595395"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5039887086"],"corresponding_institution_ids":["https://openalex.org/I102345215","https://openalex.org/I150229711","https://openalex.org/I31595395","https://openalex.org/I4210139481"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":24.4187,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.9972234,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"12","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9945999979972839,"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":0.9945999979972839,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11007","display_name":"Hybrid Renewable Energy Systems","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2102","display_name":"Energy Engineering and Power Technology"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7934778332710266},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.7592048645019531},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.6026502251625061},{"id":"https://openalex.org/keywords/current","display_name":"Current (fluid)","score":0.526525616645813},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5215194821357727},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40182143449783325},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.3404138684272766},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.18444710969924927},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12217769026756287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7934778332710266},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.7592048645019531},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.6026502251625061},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.526525616645813},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5215194821357727},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40182143449783325},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.3404138684272766},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.18444710969924927},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12217769026756287},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s40537-025-01178-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01178-7","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01178-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5e17e1be67a144d4a07435fe65085587","is_oa":true,"landing_page_url":"https://doaj.org/article/5e17e1be67a144d4a07435fe65085587","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 12, Iss 1, Pp 1-52 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-025-01178-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01178-7","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01178-7","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8199999928474426,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4921871692","display_name":null,"funder_award_id":"NSFC, Grant No. 52007025","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G987678629","display_name":null,"funder_award_id":"2024NSFSC0119","funder_id":"https://openalex.org/F4320329861","funder_display_name":"Natural Science Foundation of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320329861","display_name":"Natural Science Foundation of Sichuan Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412191534.pdf","grobid_xml":"https://content.openalex.org/works/W4412191534.grobid-xml"},"referenced_works_count":348,"referenced_works":["https://openalex.org/W158825099","https://openalex.org/W290561687","https://openalex.org/W1605498756","https://openalex.org/W1979704023","https://openalex.org/W1987552279","https://openalex.org/W2092916426","https://openalex.org/W2117634788","https://openalex.org/W2161003841","https://openalex.org/W2339091298","https://openalex.org/W2417004488","https://openalex.org/W2736861147","https://openalex.org/W2770841412","https://openalex.org/W2885195348","https://openalex.org/W2902017838","https://openalex.org/W2914211392","https://openalex.org/W2917795887","https://openalex.org/W2949806812","https://openalex.org/W2952667317","https://openalex.org/W2953936648","https://openalex.org/W2987754832","https://openalex.org/W2992530734","https://openalex.org/W3000603264","https://openalex.org/W3000770417","https://openalex.org/W3003962725","https://openalex.org/W3009207988","https://openalex.org/W3021376415","https://openalex.org/W3039521905","https://openalex.org/W3041643543","https://openalex.org/W3096831136","https://openalex.org/W3105344404","https://openalex.org/W3112905227","https://openalex.org/W3119281345","https://openalex.org/W3124198569","https://openalex.org/W3129446376","https://openalex.org/W3129577068","https://openalex.org/W3135477757","https://openalex.org/W3155181736","https://openalex.org/W3157047608","https://openalex.org/W3172328058","https://openalex.org/W3174959864","https://openalex.org/W3176074595","https://openalex.org/W3193069134","https://openalex.org/W3197068484","https://openalex.org/W3198747238","https://openalex.org/W3201253225","https://openalex.org/W3207726175","https://openalex.org/W3208933232","https://openalex.org/W3215745290","https://openalex.org/W3216429949","https://openalex.org/W4205200279","https://openalex.org/W4205634330","https://openalex.org/W4205737609","https://openalex.org/W4205897889","https://openalex.org/W4206406468","https://openalex.org/W4210963054","https://openalex.org/W4212792350","https://openalex.org/W4214923890","https://openalex.org/W4220703723","https://openalex.org/W4221031894","https://openalex.org/W4225553021","https://openalex.org/W4225745311","https://openalex.org/W4281637857","https://openalex.org/W4281731548","https://openalex.org/W4284890207","https://openalex.org/W4284978086","https://openalex.org/W4285189758","https://openalex.org/W4285228726","https://openalex.org/W4288810157","https://openalex.org/W4288901802","https://openalex.org/W4291564688","https://openalex.org/W4291972732","https://openalex.org/W4292466932","https://openalex.org/W4292702164","https://openalex.org/W4293060115","https://openalex.org/W4294336229","https://openalex.org/W4294953422","https://openalex.org/W4295864160","https://openalex.org/W4297093744","https://openalex.org/W4299964499","https://openalex.org/W4304615565","https://openalex.org/W4306772228","https://openalex.org/W4306975694","https://openalex.org/W4307449230","https://openalex.org/W4307872103","https://openalex.org/W4308157892","https://openalex.org/W4308197794","https://openalex.org/W4308452485","https://openalex.org/W4308483470","https://openalex.org/W4309120572","https://openalex.org/W4309323351","https://openalex.org/W4311427948","https://openalex.org/W4311498609","https://openalex.org/W4311908263","https://openalex.org/W4312082922","https://openalex.org/W4312220722","https://openalex.org/W4313368956","https://openalex.org/W4317936322","https://openalex.org/W4318818407","https://openalex.org/W4319962711","https://openalex.org/W4320085864","https://openalex.org/W4321180726","https://openalex.org/W4321479797","https://openalex.org/W4323051328","https://openalex.org/W4323644096","https://openalex.org/W4324149100","https://openalex.org/W4328051203","https://openalex.org/W4328125633","https://openalex.org/W4361223598","https://openalex.org/W4375815018","https://openalex.org/W4376111577","https://openalex.org/W4377136914","https://openalex.org/W4380244331","https://openalex.org/W4380317846","https://openalex.org/W4380634813","https://openalex.org/W4380767338","https://openalex.org/W4382362474","https://openalex.org/W4383892299","https://openalex.org/W4384028114","https://openalex.org/W4384305973","https://openalex.org/W4385216509","https://openalex.org/W4385389225","https://openalex.org/W4385541329","https://openalex.org/W4385566703","https://openalex.org/W4385587930","https://openalex.org/W4385886782","https://openalex.org/W4385978851","https://openalex.org/W4386107543","https://openalex.org/W4386190972","https://openalex.org/W4386376246","https://openalex.org/W4386483944","https://openalex.org/W4386827926","https://openalex.org/W4386913261","https://openalex.org/W4386997156","https://openalex.org/W4387196076","https://openalex.org/W4387199883","https://openalex.org/W4387419357","https://openalex.org/W4387998379","https://openalex.org/W4388145756","https://openalex.org/W4388197351","https://openalex.org/W4388347900","https://openalex.org/W4388570960","https://openalex.org/W4388915070","https://openalex.org/W4389259745","https://openalex.org/W4389502995","https://openalex.org/W4389510154","https://openalex.org/W4389775104","https://openalex.org/W4390033781","https://openalex.org/W4390141180","https://openalex.org/W4390202095","https://openalex.org/W4390285577","https://openalex.org/W4390291257","https://openalex.org/W4390471538","https://openalex.org/W4390501895","https://openalex.org/W4390506881","https://openalex.org/W4390659208","https://openalex.org/W4390729017","https://openalex.org/W4391016103","https://openalex.org/W4391029001","https://openalex.org/W4391069894","https://openalex.org/W4391090383","https://openalex.org/W4391098453","https://openalex.org/W4391206025","https://openalex.org/W4391380873","https://openalex.org/W4391404359","https://openalex.org/W4391416504","https://openalex.org/W4391467471","https://openalex.org/W4391480262","https://openalex.org/W4391482136","https://openalex.org/W4391502197","https://openalex.org/W4391559382","https://openalex.org/W4391797234","https://openalex.org/W4391847860","https://openalex.org/W4392010892","https://openalex.org/W4392263581","https://openalex.org/W4392387921","https://openalex.org/W4392481756","https://openalex.org/W4392626946","https://openalex.org/W4392908603","https://openalex.org/W4393044095","https://openalex.org/W4393128662","https://openalex.org/W4393252650","https://openalex.org/W4393294796","https://openalex.org/W4393969627","https://openalex.org/W4394570946","https://openalex.org/W4394797248","https://openalex.org/W4394856710","https://openalex.org/W4394972357","https://openalex.org/W4395063502","https://openalex.org/W4395673648","https://openalex.org/W4395689831","https://openalex.org/W4396240841","https://openalex.org/W4396611338","https://openalex.org/W4396620703","https://openalex.org/W4396626449","https://openalex.org/W4396701985","https://openalex.org/W4396780970","https://openalex.org/W4396783365","https://openalex.org/W4396825688","https://openalex.org/W4396835222","https://openalex.org/W4396855971","https://openalex.org/W4396914665","https://openalex.org/W4396920732","https://openalex.org/W4396954632","https://openalex.org/W4396999933","https://openalex.org/W4397004680","https://openalex.org/W4397019378","https://openalex.org/W4397030617","https://openalex.org/W4398199510","https://openalex.org/W4398228383","https://openalex.org/W4398777679","https://openalex.org/W4398784517","https://openalex.org/W4398789845","https://openalex.org/W4399142672","https://openalex.org/W4399203344","https://openalex.org/W4399245759","https://openalex.org/W4399249579","https://openalex.org/W4399253488","https://openalex.org/W4399334225","https://openalex.org/W4399338976","https://openalex.org/W4399360901","https://openalex.org/W4399387320","https://openalex.org/W4399459596","https://openalex.org/W4399556973","https://openalex.org/W4399559309","https://openalex.org/W4399564943","https://openalex.org/W4399609023","https://openalex.org/W4399617247","https://openalex.org/W4399697107","https://openalex.org/W4399710281","https://openalex.org/W4399768152","https://openalex.org/W4399796111","https://openalex.org/W4399848650","https://openalex.org/W4399884196","https://openalex.org/W4399987073","https://openalex.org/W4400015499","https://openalex.org/W4400057214","https://openalex.org/W4400129583","https://openalex.org/W4400144893","https://openalex.org/W4400345945","https://openalex.org/W4400394387","https://openalex.org/W4400621112","https://openalex.org/W4400641408","https://openalex.org/W4400641453","https://openalex.org/W4400741360","https://openalex.org/W4400742635","https://openalex.org/W4400911966","https://openalex.org/W4400997770","https://openalex.org/W4401001319","https://openalex.org/W4401009076","https://openalex.org/W4401010238","https://openalex.org/W4401046421","https://openalex.org/W4401046435","https://openalex.org/W4401168643","https://openalex.org/W4401169958","https://openalex.org/W4401170192","https://openalex.org/W4401198585","https://openalex.org/W4401217243","https://openalex.org/W4401281094","https://openalex.org/W4401305868","https://openalex.org/W4401307992","https://openalex.org/W4401324061","https://openalex.org/W4401412782","https://openalex.org/W4401477764","https://openalex.org/W4401487079","https://openalex.org/W4401536894","https://openalex.org/W4401548981","https://openalex.org/W4401610288","https://openalex.org/W4401631385","https://openalex.org/W4401662493","https://openalex.org/W4401673448","https://openalex.org/W4401675546","https://openalex.org/W4401741028","https://openalex.org/W4401798324","https://openalex.org/W4401804506","https://openalex.org/W4401829211","https://openalex.org/W4401830969","https://openalex.org/W4401841379","https://openalex.org/W4401842541","https://openalex.org/W4401886901","https://openalex.org/W4401900333","https://openalex.org/W4401925631","https://openalex.org/W4401993238","https://openalex.org/W4402025909","https://openalex.org/W4402038324","https://openalex.org/W4402067597","https://openalex.org/W4402097638","https://openalex.org/W4402159781","https://openalex.org/W4402167774","https://openalex.org/W4402172867","https://openalex.org/W4402203239","https://openalex.org/W4402208473","https://openalex.org/W4402246937","https://openalex.org/W4402260902","https://openalex.org/W4402300529","https://openalex.org/W4402327578","https://openalex.org/W4402340834","https://openalex.org/W4402401200","https://openalex.org/W4402421040","https://openalex.org/W4402449130","https://openalex.org/W4402461562","https://openalex.org/W4402531620","https://openalex.org/W4402532405","https://openalex.org/W4402536258","https://openalex.org/W4402536492","https://openalex.org/W4402537327","https://openalex.org/W4402551220","https://openalex.org/W4402562281","https://openalex.org/W4402629643","https://openalex.org/W4402654140","https://openalex.org/W4402660595","https://openalex.org/W4402669343","https://openalex.org/W4402679737","https://openalex.org/W4402698233","https://openalex.org/W4402726472","https://openalex.org/W4402734847","https://openalex.org/W4402828019","https://openalex.org/W4402831115","https://openalex.org/W4402842812","https://openalex.org/W4402908564","https://openalex.org/W4402910207","https://openalex.org/W4402943959","https://openalex.org/W4402951571","https://openalex.org/W4402968218","https://openalex.org/W4403003144","https://openalex.org/W4403014878","https://openalex.org/W4403016200","https://openalex.org/W4403025085","https://openalex.org/W4403026099","https://openalex.org/W4403026173","https://openalex.org/W4403115557","https://openalex.org/W4403117266","https://openalex.org/W4403142549","https://openalex.org/W4403173507","https://openalex.org/W4403194755","https://openalex.org/W4403287388","https://openalex.org/W4403311442","https://openalex.org/W4403416075","https://openalex.org/W4403527192","https://openalex.org/W4403905286","https://openalex.org/W4403917316","https://openalex.org/W4403971710","https://openalex.org/W4404356698","https://openalex.org/W4405012365","https://openalex.org/W4406676207","https://openalex.org/W4407310996","https://openalex.org/W4409583578","https://openalex.org/W6605438980","https://openalex.org/W6837190968"],"related_works":["https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2144453115","https://openalex.org/W2744553356","https://openalex.org/W2128223750","https://openalex.org/W4238532390","https://openalex.org/W2188872161","https://openalex.org/W2961779879","https://openalex.org/W797688974","https://openalex.org/W2002978035"],"abstract_inverted_index":{"As":[0],"the":[1,25,42,73,153,158,172,211,239],"world":[2],"faces":[3],"pressing":[4],"climate":[5,253],"and":[6,27,45,67,84,96,108,130,135,148,162,179,199,234,251],"energy":[7,20,49,69,90,99,121,133,184,197,232,250],"challenges,":[8],"Artificial":[9,31,65,76,109,142,167,176,205,215,227,244],"Intelligence":[10,32,66,77,143,168,206,216,228],"is":[11],"proven":[12],"as":[13,104],"a":[14],"transformative":[15,38],"force":[16],"in":[17,33,40,128,165,217,230,247],"advancing":[18,166],"renewable":[19,34,48,68,183,218,231],"systems.":[21,50,70,100],"This":[22,220],"study":[23,52],"reviews":[24,125],"current":[26],"future":[28],"applications":[29],"of":[30,47,75,116,155,160,175,214],"energy,":[35,132],"highlighting":[36],"its":[37],"role":[39],"enhancing":[41],"efficiency,":[43],"reliability,":[44],"scalability":[46],"The":[51,123],"draws":[53],"from":[54],"over":[55],"400":[56],"recent":[57],"publications,":[58],"selected":[59],"based":[60],"on":[61,140],"their":[62,117],"relevance":[63],"to":[64,119,242],"We":[71],"discuss":[72,152],"use":[74],"techniques":[78],"including":[79],"machine":[80,106],"learning,":[81,83],"deep":[82],"reinforcement":[85],"learning":[86,107],"models":[87],"for":[88,182,194,207,237],"optimizing":[89,195],"production,":[91],"forecasting":[92],"demand,":[93],"predictive":[94],"maintenance,":[95],"managing":[97],"decentralized":[98],"Emerging":[101],"fields":[102],"such":[103],"quantum":[105],"Intelligence-augmented":[110],"reality":[111],"are":[112,225],"also":[113],"considered":[114],"because":[115],"potential":[118,246],"transform":[120],"infrastructures.":[122],"survey":[124],"significant":[126],"innovations":[127],"wind":[129,196],"solar":[131],"storage,":[134],"smart":[136],"grid":[137,208],"technologies,":[138],"focusing":[139],"how":[141],"addresses":[144],"challenges":[145,223],"like":[146,189],"intermittency":[147],"variability.":[149],"Furthermore,":[150],"we":[151],"importance":[154],"big":[156],"data,":[157],"Internet":[159],"Things,":[161],"real-time":[163],"analytics":[164],"models,":[169],"along":[170],"with":[171,192],"evolving":[173],"landscape":[174],"Intelligence-driven":[177],"policy":[178],"market":[180],"modeling":[181],"adoption.":[185],"Real-world":[186],"case":[187],"studies,":[188],"Google\u2019s":[190],"collaboration":[191],"DeepMind":[193],"output":[198],"Australia\u2019s":[200],"National":[201],"Electricity":[202],"Market":[203],"integrating":[204],"stability,":[209],"underscore":[210],"practical":[212],"impact":[213],"energy.":[219],"paper":[221],"highlights":[222],"that":[224],"hindering":[226],"adoption":[229],"systems":[233],"offers":[235],"recommendations":[236],"improving":[238],"available":[240],"technology":[241],"maximize":[243],"Intelligence\u2019s":[245],"promoting":[248],"sustainable":[249],"addressing":[252],"change.":[254]},"counts_by_year":[{"year":2026,"cited_by_count":21},{"year":2025,"cited_by_count":17}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
