{"id":"https://openalex.org/W2976437134","doi":"https://doi.org/10.1109/access.2019.2943886","title":"Forecasting Hourly Solar Irradiance Using Hybrid Wavelet Transformation and Elman Model in Smart Grid","display_name":"Forecasting Hourly Solar Irradiance Using Hybrid Wavelet Transformation and Elman Model in Smart Grid","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2976437134","doi":"https://doi.org/10.1109/access.2019.2943886","mag":"2976437134"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2943886","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2943886","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08850018.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08850018.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070032019","display_name":"Xiaoqiao Huang","orcid":"https://orcid.org/0000-0002-5487-7196"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]},{"id":"https://openalex.org/I4210094970","display_name":"Energy Research Institute","ror":"https://ror.org/00ndnb620","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094970","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I4210151155","display_name":"Academy of Opto-Electronics","ror":"https://ror.org/04acsr153","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210151155"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoqiao Huang","raw_affiliation_strings":["Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","Solar Energy Research Institute, Yunnan Normal University, Kunming 650500, China","Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","institution_ids":[]},{"raw_affiliation_string":"Solar Energy Research Institute, Yunnan Normal University, Kunming 650500, China","institution_ids":["https://openalex.org/I120825670","https://openalex.org/I4210094970"]},{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I4210151155"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082496097","display_name":"Junsheng Shi","orcid":"https://orcid.org/0000-0003-1897-8237"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]},{"id":"https://openalex.org/I4210151155","display_name":"Academy of Opto-Electronics","ror":"https://ror.org/04acsr153","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210151155"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junsheng Shi","raw_affiliation_strings":["Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China","School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","institution_ids":[]},{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I4210151155"]},{"raw_affiliation_string":"School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055720544","display_name":"Bixuan Gao","orcid":"https://orcid.org/0000-0002-3807-9004"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bixuan Gao","raw_affiliation_strings":["School of Physics and Electronic Information, Yunnan Normal University, Kunming, China","School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049712745","display_name":"Yonghang Tai","orcid":"https://orcid.org/0000-0001-9186-475X"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]},{"id":"https://openalex.org/I4210151155","display_name":"Academy of Opto-Electronics","ror":"https://ror.org/04acsr153","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210151155"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghang Tai","raw_affiliation_strings":["Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China","School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China"],"raw_orcid":"https://orcid.org/0000-0001-9186-475X","affiliations":[{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","institution_ids":[]},{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I4210151155"]},{"raw_affiliation_string":"School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China","institution_ids":["https://openalex.org/I120825670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015937207","display_name":"Zaiqing Chen","orcid":"https://orcid.org/0000-0001-5074-4559"},"institutions":[{"id":"https://openalex.org/I4210151155","display_name":"Academy of Opto-Electronics","ror":"https://ror.org/04acsr153","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210151155"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiqing Chen","raw_affiliation_strings":["Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming, China","institution_ids":[]},{"raw_affiliation_string":"Yunnan Key Laboratory of Opto-Electronic Information Technology, Kunming 650500, China","institution_ids":["https://openalex.org/I4210151155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I120825670","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023","country_code":"CN","type":"education","lineage":["https://openalex.org/I120825670"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Physics and Electronic Information, Yunnan Normal University, Kunming, China","School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Physics and Electronic Information, Yunnan Normal University, Kunming, China","institution_ids":["https://openalex.org/I120825670"]},{"raw_affiliation_string":"School of Physics and Electronic Information, Yunnan Normal University, Kunming 650500, China","institution_ids":["https://openalex.org/I120825670"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100400217"],"corresponding_institution_ids":["https://openalex.org/I120825670"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.6378,"has_fulltext":true,"cited_by_count":83,"citation_normalized_percentile":{"value":0.96722329,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"7","issue":null,"first_page":"139909","last_page":"139923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.9998999834060669,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9995999932289124,"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/T12368","display_name":"Grey System Theory Applications","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/solar-irradiance","display_name":"Solar irradiance","score":0.8187801837921143},{"id":"https://openalex.org/keywords/irradiance","display_name":"Irradiance","score":0.6277185678482056},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.624897301197052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6135486364364624},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.581589937210083},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5806955099105835},{"id":"https://openalex.org/keywords/photovoltaic-system","display_name":"Photovoltaic system","score":0.5655499696731567},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.44695788621902466},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4244483411312103},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.3881407380104065},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2560580372810364},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1663234829902649},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15725356340408325},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09788578748703003}],"concepts":[{"id":"https://openalex.org/C9695528","wikidata":"https://www.wikidata.org/wiki/Q7556707","display_name":"Solar irradiance","level":2,"score":0.8187801837921143},{"id":"https://openalex.org/C46423501","wikidata":"https://www.wikidata.org/wiki/Q830654","display_name":"Irradiance","level":2,"score":0.6277185678482056},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.624897301197052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6135486364364624},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.581589937210083},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5806955099105835},{"id":"https://openalex.org/C41291067","wikidata":"https://www.wikidata.org/wiki/Q1897785","display_name":"Photovoltaic system","level":2,"score":0.5655499696731567},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.44695788621902466},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4244483411312103},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.3881407380104065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2560580372810364},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1663234829902649},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15725356340408325},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09788578748703003},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2943886","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2943886","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08850018.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:12797f245e0f4bd1a1ebaebc489f58cd","is_oa":true,"landing_page_url":"https://doaj.org/article/12797f245e0f4bd1a1ebaebc489f58cd","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 139909-139923 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2943886","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2943886","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08850018.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G2197275237","display_name":null,"funder_award_id":"61875171","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2762449586","display_name":"\u7acb\u4f53\u663e\u793a\u4e0b\u989c\u8272\u4e0d\u5bf9\u79f0\u7684\u53cc\u76ee\u878d\u5408\u673a\u7406\u4e0e\u5e94\u7528\u7814\u7a76","funder_award_id":"61865015","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320969","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277"},{"id":"https://openalex.org/F4320320973","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324731","display_name":"Yunnan University","ror":"https://ror.org/0040axw97"},{"id":"https://openalex.org/F4320327681","display_name":"Yunnan Normal University","ror":"https://ror.org/00sc9n023"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2976437134.pdf","grobid_xml":"https://content.openalex.org/works/W2976437134.grobid-xml"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W858921981","https://openalex.org/W1966490307","https://openalex.org/W1967546078","https://openalex.org/W1975783225","https://openalex.org/W1979221753","https://openalex.org/W1982503727","https://openalex.org/W1990573257","https://openalex.org/W1993687984","https://openalex.org/W1998678753","https://openalex.org/W2002404570","https://openalex.org/W2003135953","https://openalex.org/W2014542721","https://openalex.org/W2020383304","https://openalex.org/W2020835139","https://openalex.org/W2031234385","https://openalex.org/W2046890513","https://openalex.org/W2076458415","https://openalex.org/W2079547580","https://openalex.org/W2079610614","https://openalex.org/W2089805406","https://openalex.org/W2090287545","https://openalex.org/W2124459709","https://openalex.org/W2125747076","https://openalex.org/W2126709108","https://openalex.org/W2132984323","https://openalex.org/W2161057893","https://openalex.org/W2191350679","https://openalex.org/W2278589437","https://openalex.org/W2324861975","https://openalex.org/W2326630032","https://openalex.org/W2346227481","https://openalex.org/W2569349941","https://openalex.org/W2579357702","https://openalex.org/W2596636257","https://openalex.org/W2616163002","https://openalex.org/W2772978762","https://openalex.org/W2776400462","https://openalex.org/W2787832800","https://openalex.org/W2792326773","https://openalex.org/W2792921542","https://openalex.org/W2796855349","https://openalex.org/W2886807638","https://openalex.org/W4254816979"],"related_works":["https://openalex.org/W3104379783","https://openalex.org/W1530649511","https://openalex.org/W2131174359","https://openalex.org/W4322211974","https://openalex.org/W2104775196","https://openalex.org/W2884263184","https://openalex.org/W2995848355","https://openalex.org/W1749313231","https://openalex.org/W4293569381","https://openalex.org/W1578057650"],"abstract_inverted_index":{"With":[0],"the":[1,11,14,98,114,126,142,147,152,168,187,195,201],"integration":[2],"of":[3,13,20,25,50,63,107,144,146,149,176,184],"photovoltaic":[4],"(PV)":[5],"power":[6],"into":[7,104],"an":[8,180],"electrical":[9],"network,":[10],"complexity":[12],"grid":[15,44],"management":[16],"is":[17,31,55,192],"increasing":[18],"because":[19],"intermittent":[21],"and":[22,36,40,65,130,179,204],"fluctuation":[23],"nature":[24],"solar":[26,71,94,99,139,161],"energy.":[27],"Solar":[28],"irradiance":[29,72,95,100,140,162],"forecasting":[30,53,153,202],"essential":[32],"to":[33,60],"facilitate":[34],"planning":[35],"managing":[37],"electricity":[38],"generation":[39],"distribution":[41],"in":[42,122],"smart":[43],"cyber-physical":[45],"system":[46],"(CPS).":[47],"The":[48],"performance":[49,154],"existing":[51],"short-term":[52],"methods":[54,178],"far":[56],"from":[57],"satisfactory":[58],"due":[59],"a":[61,81,105,173],"lack":[62],"reliable":[64],"fast":[66],"time-frequency":[67],"model":[68,171],"for":[69,92],"continuous-time":[70],"data.":[73],"To":[74],"address":[75],"this":[76,78],"problem,":[77],"paper":[79],"proposes":[80],"new":[82,115,169],"method,":[83],"Elman":[84],"Neural":[85],"Network":[86],"(ENN)":[87],"driven":[88],"Wavelet":[89,133],"Transform":[90],"(WT-ENN),":[91],"hourly":[93],"forecasting.":[96],"Firstly,":[97],"series":[101,109],"was":[102,155],"decomposed":[103],"set":[106],"constitutive":[108],"using":[110,157],"wavelet":[111,116],"transform.":[112],"Secondly,":[113],"coefficients":[117],"were":[118],"predicted":[119],"by":[120],"ENNs":[121],"every":[123],"sub-series":[124],"with":[125],"best":[127],"network":[128],"structure":[129],"parameters.":[131],"Thirdly,":[132],"reconstruction":[134],"will":[135],"predict":[136],"next":[137],"hour":[138],"through":[141],"aggregation":[143],"outputs":[145],"ensemble":[148],"ENNs.":[150],"Finally,":[151],"evaluated":[156],"two":[158],"large":[159,174],"real-world":[160],"datasets.":[163],"Experiment":[164],"results":[165],"show":[166],"that":[167,194],"WT\u2013ENN":[170],"outperforms":[172],"number":[175],"alternative":[177],"average":[181],"forecast":[182],"skill":[183],"0.7590":[185],"over":[186],"persistence":[188],"model.":[189],"Thus,":[190],"it":[191],"concluded":[193],"proposed":[196],"approach":[197],"can":[198],"significantly":[199],"improve":[200],"accuracy":[203],"reliability.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":25},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}
