{"id":"https://openalex.org/W2001028054","doi":"https://doi.org/10.1109/icnc.2011.6022226","title":"Research on short-term load forecasting model based on wavelet decomposition and neural network","display_name":"Research on short-term load forecasting model based on wavelet decomposition and neural network","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2001028054","doi":"https://doi.org/10.1109/icnc.2011.6022226","mag":"2001028054"},"language":"en","primary_location":{"id":"doi:10.1109/icnc.2011.6022226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-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/A5100835993","display_name":"Changhao Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changhao Xia","raw_affiliation_strings":["Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","institution_ids":["https://openalex.org/I161350542"]},{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101522456","display_name":"Bangjun Lei","orcid":"https://orcid.org/0000-0001-8347-564X"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bangjun Lei","raw_affiliation_strings":["Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","institution_ids":["https://openalex.org/I161350542"]},{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024755901","display_name":"C Hemasundhara Rao","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changguo Rao","raw_affiliation_strings":["Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","institution_ids":["https://openalex.org/I161350542"]},{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047523451","display_name":"Zizheng He","orcid":"https://orcid.org/0009-0003-6352-1129"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zizheng He","raw_affiliation_strings":["Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information Electrical Engineering and Renewable Energy School China Three Gorges University, Yichang Hubei, China","institution_ids":["https://openalex.org/I161350542"]},{"raw_affiliation_string":"Institute of Intelligent Vision and Image Information, Electrical Engineering and Renewable Energy School, China Three Gorges University, Yichang Hubei 443002 China","institution_ids":["https://openalex.org/I161350542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2703,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.60079382,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":null,"first_page":"830","last_page":"834"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9994999766349792,"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":0.9994999766349792,"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/T14392","display_name":"Geoscience and Mining Technology","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9882000088691711,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.77081298828125},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.6776221394538879},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6498796343803406},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.6140261292457581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5969781875610352},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.5663487911224365},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5616022348403931},{"id":"https://openalex.org/keywords/time-sequence","display_name":"Time sequence","score":0.4962781071662903},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.48552632331848145},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4386710524559021},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39620688557624817}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.77081298828125},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.6776221394538879},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6498796343803406},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.6140261292457581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5969781875610352},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.5663487911224365},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5616022348403931},{"id":"https://openalex.org/C3020136221","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time sequence","level":2,"score":0.4962781071662903},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.48552632331848145},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4386710524559021},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39620688557624817},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icnc.2011.6022226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icnc.2011.6022226","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Seventh International Conference on Natural Computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W2166651278"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W2077021924"],"abstract_inverted_index":{"This":[0],"paper":[1],"gives":[2],"a":[3],"method":[4,88],"which":[5],"bases":[6],"on":[7,30],"the":[8,12,17,23,40,53,55,60,80,86],"wavelet":[9,21],"decomposition":[10],"and":[11,95],"neural":[13,37,102],"network":[14,38,71,103],"to":[15,78],"predict":[16],"short-time":[18],"load.":[19],"Using":[20],"transform,":[22],"load":[24,61,67],"sequence":[25,62],"is":[26,89],"decomposed":[27],"into":[28],"sub-sequences":[29,41],"different":[31],"scales,":[32],"then":[33],"using":[34],"appropriate":[35],"artificial":[36],"models":[39],"of":[42,50,59,69,91],"forecasting":[43,57,93,104],"date":[44],"are":[45,63,76],"predicted.":[46],"Finally,":[47],"by":[48],"means":[49],"restructuring":[51],"from":[52],"sub-sequences,":[54],"final":[56],"results":[58],"obtained.":[64],"The":[65,82],"actual":[66],"data":[68],"electric":[70],"in":[72],"Yichang,":[73],"Hubei,":[74],"China":[75],"applied":[77],"build":[79],"model.":[81],"instance":[83],"shows":[84],"that":[85],"proposed":[87],"possessed":[90],"higher":[92],"accuracy":[94],"better":[96],"adaptability":[97],"than":[98],"back":[99],"propagation":[100],"(BP)":[101],"methods.":[105]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}