{"id":"https://openalex.org/W4403510186","doi":"https://doi.org/10.1007/s11227-024-06504-z","title":"Innovative approaches to solar energy forecasting: unveiling the power of hybrid models and machine learning algorithms for photovoltaic power optimization","display_name":"Innovative approaches to solar energy forecasting: unveiling the power of hybrid models and machine learning algorithms for photovoltaic power optimization","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403510186","doi":"https://doi.org/10.1007/s11227-024-06504-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-024-06504-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-024-06504-z","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","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/A5103055860","display_name":"Chaoyang Zhu","orcid":"https://orcid.org/0000-0002-2757-9484"},"institutions":[{"id":"https://openalex.org/I115212828","display_name":"Beijing Language and Culture University","ror":"https://ror.org/03te2zs36","country_code":"CN","type":"education","lineage":["https://openalex.org/I115212828"]},{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]},{"id":"https://openalex.org/I2801935854","display_name":"SLAC National Accelerator Laboratory","ror":"https://ror.org/05gzmn429","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I2801935854","https://openalex.org/I39565521","https://openalex.org/I97018004"]}],"countries":["AU","CN","US"],"is_corresponding":false,"raw_author_name":"Chaoyang Zhu","raw_affiliation_strings":["CDA International Accelerator, Shenzhen, 518000, China","Hainan Vocational University of Science and Technology, Haikou, 570100, China","Institute of Social Innovation and Public Culture, Communication University of China, Beijing, 100000, China","International Engineering Psychology Institute in the United States, Denver, 80201, USA","Shenzhen High-level Talents Development Promotion Association, Shenzhen, 518000, China","Shenzhen Research Institute, Beijing Institute of Technology, Shenzhen, 518000, China","University of Illinois at Champaign, Champaign, 61801, USA","University of Wollongong, Wollongong City, 2223, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CDA International Accelerator, Shenzhen, 518000, China","institution_ids":["https://openalex.org/I2801935854"]},{"raw_affiliation_string":"Hainan Vocational University of Science and Technology, Haikou, 570100, China","institution_ids":[]},{"raw_affiliation_string":"Institute of Social Innovation and Public Culture, Communication University of China, Beijing, 100000, China","institution_ids":["https://openalex.org/I115212828"]},{"raw_affiliation_string":"International Engineering Psychology Institute in the United States, Denver, 80201, USA","institution_ids":[]},{"raw_affiliation_string":"Shenzhen High-level Talents Development Promotion Association, Shenzhen, 518000, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen Research Institute, Beijing Institute of Technology, Shenzhen, 518000, China","institution_ids":["https://openalex.org/I158809036"]},{"raw_affiliation_string":"University of Illinois at Champaign, Champaign, 61801, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"University of Wollongong, Wollongong City, 2223, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025539966","display_name":"Mengxia Wang","orcid":"https://orcid.org/0000-0003-4666-2440"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mengxia Wang","raw_affiliation_strings":["School of Management, Zhejiang University of Technology, Hangzhou, 310000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Management, Zhejiang University of Technology, Hangzhou, 310000, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020050817","display_name":"Mengxing Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I8679417","display_name":"Hong Kong Metropolitan University","ror":"https://ror.org/0349bsm71","country_code":"HK","type":"education","lineage":["https://openalex.org/I8679417"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Mengxing Guo","raw_affiliation_strings":["Shandong Open University, Jinan, 250000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong Open University, Jinan, 250000, China","institution_ids":["https://openalex.org/I8679417"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015982360","display_name":"Jinxin Deng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinxin Deng","raw_affiliation_strings":["International Engineering Psychology Institute in the United States, Denver, 80201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Engineering Psychology Institute in the United States, Denver, 80201, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109776372","display_name":"Qipei Du","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qipei Du","raw_affiliation_strings":["International Engineering Psychology Institute in the United States, Denver, 80201, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Engineering Psychology Institute in the United States, Denver, 80201, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028609683","display_name":"Wei Wei","orcid":"https://orcid.org/0000-0003-3963-2884"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Wei","raw_affiliation_strings":["School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100774634","display_name":"Yunxiang Zhang","orcid":"https://orcid.org/0000-0002-8204-0203"},"institutions":[{"id":"https://openalex.org/I2801935854","display_name":"SLAC National Accelerator Laboratory","ror":"https://ror.org/05gzmn429","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I2801935854","https://openalex.org/I39565521","https://openalex.org/I97018004"]},{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yunxiang Zhang","raw_affiliation_strings":["CDA International Accelerator, Shenzhen, 518000, China","School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","Shenzhen High-level Talents Development Promotion Association, Shenzhen, 518000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CDA International Accelerator, Shenzhen, 518000, China","institution_ids":["https://openalex.org/I2801935854"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Shenzhen High-level Talents Development Promotion Association, Shenzhen, 518000, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5025539966"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.7821,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.85382302,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"81","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":0.9990000128746033,"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":0.9990000128746033,"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":0.9987000226974487,"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/T10468","display_name":"Photovoltaic System Optimization Techniques","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"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":0.8226600289344788},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.7614468336105347},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5908870697021484},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4929237365722656},{"id":"https://openalex.org/keywords/solar-energy","display_name":"Solar energy","score":0.48783138394355774},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4069386124610901},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40486955642700195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38999998569488525},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15135210752487183}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8226600289344788},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.7614468336105347},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5908870697021484},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4929237365722656},{"id":"https://openalex.org/C541104983","wikidata":"https://www.wikidata.org/wiki/Q40015","display_name":"Solar energy","level":2,"score":0.48783138394355774},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4069386124610901},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40486955642700195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38999998569488525},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15135210752487183},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-024-06504-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-024-06504-z","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1975714014","https://openalex.org/W1988790447","https://openalex.org/W2073344030","https://openalex.org/W2078742188","https://openalex.org/W2093195672","https://openalex.org/W2152195021","https://openalex.org/W2219821421","https://openalex.org/W2255178770","https://openalex.org/W2287933588","https://openalex.org/W2303414141","https://openalex.org/W2538037852","https://openalex.org/W2541162518","https://openalex.org/W2565220779","https://openalex.org/W2571820952","https://openalex.org/W2573137292","https://openalex.org/W2586724941","https://openalex.org/W2621841909","https://openalex.org/W2735256139","https://openalex.org/W2791964634","https://openalex.org/W2900935480","https://openalex.org/W2921455103","https://openalex.org/W2964321282","https://openalex.org/W3020381798","https://openalex.org/W3075674906","https://openalex.org/W3110282275","https://openalex.org/W3119672720","https://openalex.org/W3130272444","https://openalex.org/W4220895264","https://openalex.org/W4285384244","https://openalex.org/W4322742982","https://openalex.org/W4366281264","https://openalex.org/W4386838319","https://openalex.org/W4401483597","https://openalex.org/W6906765593"],"related_works":["https://openalex.org/W2386968573","https://openalex.org/W2395064349","https://openalex.org/W2034374297","https://openalex.org/W2766130412","https://openalex.org/W2382628689","https://openalex.org/W2526730640","https://openalex.org/W2351171996","https://openalex.org/W2983370139","https://openalex.org/W2057543190","https://openalex.org/W2131954728"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":5}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}