{"id":"https://openalex.org/W3071641682","doi":"https://doi.org/10.1109/access.2020.3017655","title":"Industrial Ultra-Short-Term Load Forecasting With Data Completion","display_name":"Industrial Ultra-Short-Term Load Forecasting With Data Completion","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3071641682","doi":"https://doi.org/10.1109/access.2020.3017655","mag":"3071641682"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3017655","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3017655","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09170589.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/ielx7/6287639/8948470/09170589.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080958374","display_name":"Haoyu Jiang","orcid":"https://orcid.org/0000-0003-3225-6214"},"institutions":[{"id":"https://openalex.org/I79223203","display_name":"Guangdong Ocean University","ror":"https://ror.org/0462wa640","country_code":"CN","type":"education","lineage":["https://openalex.org/I79223203"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haoyu Jiang","raw_affiliation_strings":["School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Guangdong Ocean University, Zhanjiang, China","institution_ids":["https://openalex.org/I79223203"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101965705","display_name":"Angjian Wu","orcid":"https://orcid.org/0000-0002-3703-1252"},"institutions":[{"id":"https://openalex.org/I4210106357","display_name":"Zhejiang Energy Research Institute","ror":"https://ror.org/01fqrb109","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106357"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Angjian Wu","raw_affiliation_strings":["Department of Energy Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4210106357","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100408115","display_name":"Bo Wang","orcid":"https://orcid.org/0000-0002-5884-1940"},"institutions":[{"id":"https://openalex.org/I4210106357","display_name":"Zhejiang Energy Research Institute","ror":"https://ror.org/01fqrb109","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210106357"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wang","raw_affiliation_strings":["Department of Energy Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5884-1940","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4210106357","https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025097802","display_name":"Peizhe Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peizhe Xu","raw_affiliation_strings":["College of Logistics Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Logistics Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100669086","display_name":"Gang Yao","orcid":"https://orcid.org/0000-0002-3209-3761"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Yao","raw_affiliation_strings":["College of Logistics Engineering, Shanghai Maritime University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Logistics Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5080958374"],"corresponding_institution_ids":["https://openalex.org/I79223203"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.0402,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.76707083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"158928","last_page":"158940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9997000098228455,"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":0.9997000098228455,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9506000280380249,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9473000168800354,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/term","display_name":"Term (time)","score":0.7317008376121521},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6645604968070984}],"concepts":[{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.7317008376121521},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6645604968070984},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3017655","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3017655","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09170589.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:e5c3c9b3ea2a4426a6a8a65c410cf6a7","is_oa":true,"landing_page_url":"https://doaj.org/article/e5c3c9b3ea2a4426a6a8a65c410cf6a7","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 8, Pp 158928-158940 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3017655","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3017655","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09170589.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":"Industry, innovation and infrastructure","score":0.5299999713897705,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G173879564","display_name":null,"funder_award_id":"51806193","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7931702639","display_name":null,"funder_award_id":"2018M630672","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320331088","display_name":"Natural Science Foundation for Young Scientists of Shanxi Province","ror":null},{"id":"https://openalex.org/F4320335581","display_name":"Young Scientists Fund","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3071641682.pdf","grobid_xml":"https://content.openalex.org/works/W3071641682.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W11219134","https://openalex.org/W1528596453","https://openalex.org/W1539925451","https://openalex.org/W1541373540","https://openalex.org/W2016752668","https://openalex.org/W2023870905","https://openalex.org/W2030034065","https://openalex.org/W2034954612","https://openalex.org/W2036244274","https://openalex.org/W2041436074","https://openalex.org/W2054091988","https://openalex.org/W2058504886","https://openalex.org/W2060606400","https://openalex.org/W2114471530","https://openalex.org/W2152195021","https://openalex.org/W2156330930","https://openalex.org/W2247296313","https://openalex.org/W2353654752","https://openalex.org/W2365530663","https://openalex.org/W2381726757","https://openalex.org/W2553848975","https://openalex.org/W2601056939","https://openalex.org/W2736219742","https://openalex.org/W2753083339","https://openalex.org/W2794657633","https://openalex.org/W2811313228","https://openalex.org/W2812215378","https://openalex.org/W2921729863","https://openalex.org/W2969915184","https://openalex.org/W4233687445","https://openalex.org/W6767287987"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Accurate":[0],"and":[1,15,120,170],"efficient":[2],"ultra-short-term":[3,34,94,154],"load":[4,35,62,95,155,183],"forecasting":[5,96],"is":[6,59,75,141],"crucial":[7],"for":[8,25,98],"industrial":[9,26,99,168],"power":[10,27,61,100],"users":[11,28],"to":[12,29,54,78,143],"have":[13],"stabilized":[14],"optimized":[16],"operations.":[17],"In":[18,87],"this":[19,38],"paper,":[20],"we":[21,158],"develop":[22],"novel":[23],"strategies":[24],"handle":[30,55],"their":[31],"challenges":[32],"in":[33,116,133,163,182],"forecasting.":[36,156,184],"Firstly,":[37],"paper":[39,90],"proposes":[40],"a":[41,92,177],"two-way":[42,81],"Genetic":[43],"Algorithm":[44],"Back":[45],"Propagation":[46],"Neural":[47],"Networks":[48],"(GABPNN)":[49],"missing":[50],"data":[51,56,63,135,169],"completion":[52,82],"model":[53,97,104,112,129,175],"loss,":[57],"which":[58,148],"common":[60],"mining.":[64],"A":[65],"particle":[66],"swarm":[67],"optimization":[68],"-":[69],"supporting":[70],"vector":[71,125],"regression":[72],"(PSO-SVR)":[73],"algorithm":[74],"further":[76,149],"used":[77,142],"integrate":[79,144],"the":[80,89,106,121,145,151,160,173],"results":[83],"with":[84,113,130,166],"better":[85],"accuracy.":[86],"addition,":[88],"introduces":[91],"combined":[93],"users.":[101],"The":[102,137],"proposed":[103,161,174],"combines":[105],"Cubature":[107],"Kalman":[108],"filter":[109],"(CKF)":[110],"prediction":[111,128],"good":[114,131],"performance":[115,132],"nonlinear":[117],"dynamic":[118],"systems":[119],"least":[122],"square":[123],"support":[124],"machine":[126],"(LS-SVM)":[127],"small-scale":[134],"prediction.":[136],"grey":[138],"neural":[139],"network":[140],"two":[146],"algorithms,":[147],"improves":[150],"accuracy":[152],"of":[153,180],"Lastly,":[157],"test":[159],"strategy":[162],"case":[164],"study":[165],"real":[167],"demonstrate":[171],"that":[172],"has":[176],"high":[178],"degree":[179],"precision":[181]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}