{"id":"https://openalex.org/W4410508943","doi":"https://doi.org/10.1177/14727978241310540","title":"Pre-classification-based multi-model fusion non-intrusive load identification","display_name":"Pre-classification-based multi-model fusion non-intrusive load identification","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4410508943","doi":"https://doi.org/10.1177/14727978241310540"},"language":"en","primary_location":{"id":"doi:10.1177/14727978241310540","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241310540","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","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/A5068600290","display_name":"Dawei Yuan","orcid":"https://orcid.org/0000-0002-1318-764X"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Demin Yuan","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115587777","display_name":"Xingdong Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingdong Zhang","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068739168","display_name":"Jiangang Jia","orcid":"https://orcid.org/0000-0001-8869-6855"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JianGang Jia","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100328423","display_name":"Jianbo Zhang","orcid":"https://orcid.org/0000-0002-4938-7387"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbo Zhang","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045635010","display_name":"Ping Lu","orcid":"https://orcid.org/0000-0002-0111-0573"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Lu","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100612395","display_name":"Juntao Wang","orcid":"https://orcid.org/0009-0007-2247-3262"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juntao Wang","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075931197","display_name":"Shiya Li","orcid":"https://orcid.org/0009-0001-4013-4498"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiya Li","raw_affiliation_strings":["State Grid Henan Xichuan County Power Supply Company","State Grid Henan Xichuan County Power Supply Company, Nanyang, China"],"affiliations":[{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company","institution_ids":["https://openalex.org/I17442442"]},{"raw_affiliation_string":"State Grid Henan Xichuan County Power Supply Company, Nanyang, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090207188","display_name":"Zhengmin Kong","orcid":"https://orcid.org/0000-0001-9257-181X"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengmin Kong","raw_affiliation_strings":["The Department of Artificial Intelligence and Automation, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"The Department of Artificial Intelligence and Automation, School of Electrical Engineering and Automation, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5090207188"],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":0.222,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5815433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"25","issue":"3","first_page":"2150","last_page":"2158"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9957000017166138,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9957000017166138,"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/T14011","display_name":"Elevator Systems and Control","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9796000123023987,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.672119677066803},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6594475507736206},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5820885896682739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43656596541404724},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3821970820426941},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.031124502420425415},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.029414385557174683}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.672119677066803},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6594475507736206},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5820885896682739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43656596541404724},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3821970820426941},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.031124502420425415},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.029414385557174683},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/14727978241310540","is_oa":false,"landing_page_url":"https://doi.org/10.1177/14727978241310540","pdf_url":null,"source":{"id":"https://openalex.org/S2765058733","display_name":"Journal of Computational Methods in Sciences and Engineering","issn_l":"1472-7978","issn":["1472-7978","1875-8983"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computational Methods in Sciences and Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2109641041","https://openalex.org/W2123910460","https://openalex.org/W2133550388","https://openalex.org/W2175432564","https://openalex.org/W2979684985","https://openalex.org/W3171336461","https://openalex.org/W4214822540","https://openalex.org/W4281620103","https://openalex.org/W4281901076","https://openalex.org/W4285821179","https://openalex.org/W4301184594","https://openalex.org/W4361857225","https://openalex.org/W4362547839","https://openalex.org/W4366259333","https://openalex.org/W4400077402"],"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/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"To":[0],"tackle":[1],"the":[2,6,15,61,64,80,138,157,169,185],"challenges":[3],"posed":[4],"by":[5],"limited":[7],"volume":[8],"of":[9,17,63,137],"current":[10],"electric":[11,57,105],"load":[12,19,40,58,93,113,180],"datasets":[13],"and":[14,26,54,121,131,164],"inability":[16],"non-intrusive":[18,39,112,190],"monitoring":[20,191],"algorithms":[21,167],"to":[22,50,102,179],"effectively":[23,103],"balance":[24],"accuracy":[25,130,163],"efficiency,":[27],"this":[28,89],"paper":[29],"proposes":[30],"a":[31,43,73,91,125,144,176],"deep":[32],"learning-based":[33],"pre-classification":[34,92,109],"multi-model":[35,110],"fusion":[36,95,111],"approach":[37,178],"for":[38,76,187],"identification.":[41],"Initially,":[42],"dynamic":[44],"harmonic":[45],"admittance":[46],"model":[47,96],"is":[48,69,97],"employed":[49],"generate":[51],"diverse,":[52],"complex,":[53],"more":[55,188],"realistic":[56],"data,":[59],"enhancing":[60],"representativeness":[62],"dataset.":[65],"This":[66,171],"generated":[67],"data":[68,81],"subsequently":[70],"fed":[71],"into":[72],"correction":[74],"network":[75],"calibration,":[77],"ensuring":[78],"that":[79,147,156],"aligns":[82],"closely":[83],"with":[84,150],"real-world":[85],"scenarios.":[86],"Building":[87],"on":[88],"foundation,":[90],"identification":[94,114,129,162,181],"constructed,":[98],"utilizing":[99],"decision":[100],"trees":[101],"categorize":[104],"loads.":[106],"The":[107,134],"proposed":[108,158],"algorithm":[115,139],"integrates":[116],"convolutional":[117],"neural":[118],"networks":[119],"(CNN)":[120],"Transformer":[122],"architectures,":[123],"achieving":[124],"balanced":[126],"trade-off":[127],"between":[128],"operational":[132],"efficiency.":[133],"overall":[135],"performance":[136],"was":[140,148],"rigorously":[141],"evaluated":[142],"using":[143],"real":[145],"dataset":[146],"supplemented":[149],"model-generated":[151],"data.":[152],"Experimental":[153],"results":[154],"demonstrate":[155],"method":[159],"significantly":[160],"enhances":[161],"outperforms":[165],"existing":[166],"in":[168,193],"field.":[170],"research":[172],"not":[173],"only":[174],"contributes":[175],"novel":[177],"but":[182],"also":[183],"paves":[184],"way":[186],"effective":[189],"solutions":[192],"various":[194],"applications.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-16T23:43:54.943958","created_date":"2025-10-10T00:00:00"}
