{"id":"https://openalex.org/W4401693141","doi":"https://doi.org/10.1109/itiotsc60379.2023.00012","title":"A non-invasive load identification method based on data association learning","display_name":"A non-invasive load identification method based on data association learning","publication_year":2023,"publication_date":"2023-08-11","ids":{"openalex":"https://openalex.org/W4401693141","doi":"https://doi.org/10.1109/itiotsc60379.2023.00012"},"language":"en","primary_location":{"id":"doi:10.1109/itiotsc60379.2023.00012","doi":"https://doi.org/10.1109/itiotsc60379.2023.00012","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itiotsc60379.2023.00012","pdf_url":null,"source":{"id":"https://openalex.org/S7407086715","display_name":"International Conference on Information Technology: IoT and Smart City (ICIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International Conference on Information Technology: IoT and Smart City (ITIoTSC)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","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/A5078484091","display_name":"Xuwei Xia","orcid":null,"observed_orcids":[]},"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":"Xuwei Xia","raw_affiliation_strings":["Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114197904","display_name":"Wenni Kang","orcid":"https://orcid.org/0009-0008-4451-0295","observed_orcids":["https://orcid.org/0009-0008-4451-0295"]},"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":"Wenni Kang","raw_affiliation_strings":["Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Ma","orcid":null,"observed_orcids":[]},"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":"Rui Ma","raw_affiliation_strings":["Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111289133","display_name":"Jia Liu","orcid":"https://orcid.org/0009-0005-1668-0404","observed_orcids":["https://orcid.org/0009-0005-1668-0404"]},"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":"Jia Liu","raw_affiliation_strings":["Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101801774","display_name":"Jiangbo Sha","orcid":"https://orcid.org/0009-0006-2310-1914","observed_orcids":["https://orcid.org/0009-0006-2310-1914"]},"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":"Jiangbo Sha","raw_affiliation_strings":["Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078541685","display_name":"Dongge Zhu","orcid":"https://orcid.org/0009-0003-7098-1203","observed_orcids":["https://orcid.org/0009-0003-7098-1203"]},"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":"Dongge Zhu","raw_affiliation_strings":["Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electric Power Research Institute of State Grid Ningxia Electric Power Co., Ltd.,Yinchuan,China,750002","institution_ids":["https://openalex.org/I17442442"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17442442"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37452698,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"25","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9154999852180481,"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":0.9154999852180481,"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/T10573","display_name":"Power Quality and Harmonics","score":0.0340999998152256,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.019999999552965164,"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/harmonics","display_name":"harmonics","score":0.7680000066757202},{"id":"https://openalex.org/keywords/electricity-consumption-data","display_name":"electricity consumption data","score":0.7059999704360962},{"id":"https://openalex.org/keywords/data-normalization","display_name":"data normalization","score":0.7450000047683716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7331705689430237},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6882225275039673},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5901971459388733},{"id":"https://openalex.org/C2983325608","wikidata":"https://www.wikidata.org/wiki/Q17084606","display_name":"Data association","level":3,"score":0.4573608636856079},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4277244210243225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3869333267211914},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3450738191604614},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06897741556167603},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/itiotsc60379.2023.00012","doi":"https://doi.org/10.1109/itiotsc60379.2023.00012","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/itiotsc60379.2023.00012","pdf_url":null,"source":{"id":"https://openalex.org/S7407086715","display_name":"International Conference on Information Technology: IoT and Smart City (ICIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 11th International Conference on Information Technology: IoT and Smart City (ITIoTSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.8970999717712402,"id":"https://metadata.un.org/sdg/9"},{"display_name":"Affordable and clean energy","score":0.8485000133514404,"id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W3036293428","https://openalex.org/W3116863162","https://openalex.org/W3125446979","https://openalex.org/W3152196593","https://openalex.org/W3156936490","https://openalex.org/W3158844933","https://openalex.org/W3177488537","https://openalex.org/W3194057670","https://openalex.org/W4213153937"],"related_works":["https://openalex.org/W4281618881","https://openalex.org/W4384026817","https://openalex.org/W2894038432","https://openalex.org/W4391559444","https://openalex.org/W4213022816","https://openalex.org/W4214822540","https://openalex.org/W3156936490","https://openalex.org/W4410508943","https://openalex.org/W2613770024","https://openalex.org/W6963222315"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,47,51],"optimize":[3],"the":[4,31,35,49,53,77,96,105],"performance":[5],"of":[6,37,55,98,109],"load":[7,11,56,61,79],"identification,":[8],"a":[9,59],"non-invasive":[10,60,78],"identification":[12,62,80],"method":[13,63,81],"based":[14,64,82],"on":[15,65,83],"data":[16,50,66,84],"association":[17,67,85],"learning":[18,68,86],"is":[19],"proposed.":[20],"Firstly,":[21],"collect":[22],"harmonic":[23,27],"components":[24],"and":[25,43,90,92,111],"extract":[26],"component":[28],"information":[29],"from":[30],"electricity":[32,107],"data.":[33],"Then":[34],"methods":[36],"missing":[38],"value":[39],"filling,":[40],"Outlier":[41],"processing":[42],"normalization":[44],"are":[45],"used":[46],"preprocess":[48],"improve":[52],"accuracy":[54,89],"identification.":[57],"Finally,":[58],"was":[69,74],"adopted.":[70],"Through":[71],"experiments,":[72],"it":[73],"found":[75],"that":[76],"has":[87,112],"high":[88,113],"reliability,":[91],"does":[93],"not":[94,103],"require":[95],"installation":[97],"additional":[99],"sensors,":[100],"which":[101],"will":[102],"affect":[104],"normal":[106],"consumption":[108],"users,":[110],"practical":[114],"value.":[115]},"counts_by_year":[],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2024-08-20T00:00:00"}
