{"id":"https://openalex.org/W4388738138","doi":"https://doi.org/10.1145/3606043.3606077","title":"Comparative Research on Non-intrusive Load Monitoring","display_name":"Comparative Research on Non-intrusive Load Monitoring","publication_year":2023,"publication_date":"2023-06-17","ids":{"openalex":"https://openalex.org/W4388738138","doi":"https://doi.org/10.1145/3606043.3606077"},"language":"en","primary_location":{"id":"doi:10.1145/3606043.3606077","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3606043.3606077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on High Performance Compilation, Computing and Communications","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/A5074231572","display_name":"Jiancheng Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiancheng Shi","raw_affiliation_strings":["Jilin Institute of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102001567","display_name":"Liu Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Liu","raw_affiliation_strings":["Jilin Institute of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101592455","display_name":"Shuai Shi","orcid":"https://orcid.org/0009-0008-0367-9107"},"institutions":[{"id":"https://openalex.org/I4210166603","display_name":"Jinling Institute of Technology","ror":"https://ror.org/05em1gq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210166603"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Shi","raw_affiliation_strings":["Jinling Institute of Technology, China"],"affiliations":[{"raw_affiliation_string":"Jinling Institute of Technology, China","institution_ids":["https://openalex.org/I4210166603"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080671577","display_name":"Xueli Ma","orcid":"https://orcid.org/0009-0003-1708-9996"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xueli Ma","raw_affiliation_strings":["Jilin Institute of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003762533","display_name":"Zhenwei Zhang","orcid":"https://orcid.org/0009-0003-0589-9369"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenwei Zhang","raw_affiliation_strings":["Jilin Institute of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, China","institution_ids":["https://openalex.org/I4210125838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093276481","display_name":"Guishan Nong","orcid":"https://orcid.org/0009-0002-6024-4827"},"institutions":[{"id":"https://openalex.org/I4210125838","display_name":"Jilin University of Chemical Technology","ror":"https://ror.org/03bvz5p76","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125838"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guishan Nong","raw_affiliation_strings":["Jilin Institute of Chemical Technology, China"],"affiliations":[{"raw_affiliation_string":"Jilin Institute of Chemical Technology, China","institution_ids":["https://openalex.org/I4210125838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5074231572"],"corresponding_institution_ids":["https://openalex.org/I4210125838"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14132307,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"245"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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":0.9998999834060669,"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/T10917","display_name":"Smart Grid Security and Resilience","score":0.9968000054359436,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9965000152587891,"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/software-deployment","display_name":"Software deployment","score":0.8258839845657349},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7185372710227966},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.6469528675079346},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5819310545921326},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4936155080795288},{"id":"https://openalex.org/keywords/electric-power-industry","display_name":"Electric power industry","score":0.4132829010486603},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38009023666381836},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.33174270391464233},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3285178542137146},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3252164125442505},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.20502015948295593},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19607391953468323},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.12326487898826599},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11140456795692444}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.8258839845657349},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7185372710227966},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.6469528675079346},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5819310545921326},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4936155080795288},{"id":"https://openalex.org/C170777988","wikidata":"https://www.wikidata.org/wiki/Q2316331","display_name":"Electric power industry","level":3,"score":0.4132829010486603},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38009023666381836},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.33174270391464233},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3285178542137146},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3252164125442505},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.20502015948295593},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19607391953468323},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.12326487898826599},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11140456795692444},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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":1,"locations":[{"id":"doi:10.1145/3606043.3606077","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3606043.3606077","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on High Performance Compilation, Computing and Communications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.5600000023841858,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1594486788","https://openalex.org/W1988917187","https://openalex.org/W1994682479","https://openalex.org/W2002623096","https://openalex.org/W2011376369","https://openalex.org/W2014697064","https://openalex.org/W2025423356","https://openalex.org/W2045247177","https://openalex.org/W2081688265","https://openalex.org/W2088953431","https://openalex.org/W2093726391","https://openalex.org/W2123910460","https://openalex.org/W2126994333","https://openalex.org/W2151729265","https://openalex.org/W2164618993","https://openalex.org/W2564782580","https://openalex.org/W2703895418","https://openalex.org/W2750941888","https://openalex.org/W2770861978","https://openalex.org/W2773412789","https://openalex.org/W2797694788","https://openalex.org/W2806562437","https://openalex.org/W2807936141","https://openalex.org/W2949252504","https://openalex.org/W2964666531","https://openalex.org/W2971067036","https://openalex.org/W4212781518"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W2539868796","https://openalex.org/W2483641691","https://openalex.org/W2165842424"],"abstract_inverted_index":{"Non-intrusive":[0],"load":[1,21,64,85,109],"monitoring":[2,65,86],"is":[3,35],"one":[4],"of":[5,9,23,36,51,58,70,83,123],"the":[6,10,19,48,55,68,76,79,121,124],"important":[7],"components":[8,22],"smart":[11,52],"electricity":[12,32],"technology":[13],"system.":[14],"It":[15],"can":[16],"deeply":[17],"analyze":[18],"internal":[20],"customers":[24,40],"and":[25,41,54,73,87,92,108,129],"obtain":[26],"different":[27],"fine-grained":[28],"information":[29],"about":[30],"customers'":[31],"consumption,":[33],"which":[34],"great":[37],"significance":[38],"to":[39],"power":[42],"companies.":[43],"In":[44],"recent":[45],"years,":[46],"with":[47],"large-scale":[49],"deployment":[50],"meters":[53],"wide":[56],"application":[57],"various":[59],"machine":[60],"learning":[61],"algorithms,":[62],"non-intrusive":[63,84],"has":[66],"attracted":[67],"attention":[69],"both":[71],"academia":[72],"industry.":[74],"First,":[75],"paper":[77],"reviews":[78],"current":[80,125],"research":[81,126,131],"status":[82],"summarizes":[88],"its":[89],"basic":[90],"principles":[91],"typical":[93],"frameworks.":[94],"Then":[95],"we":[96],"focus":[97],"on":[98],"3":[99],"key":[100],"techniques.":[101],"They":[102],"are":[103,118,127,133],"event":[104],"monitoring,":[105],"feature":[106],"extraction,":[107],"decomposition,":[110],"respectively.":[111],"Some":[112],"performance":[113],"evaluation":[114],"metrics":[115],"for":[116],"NILM":[117],"analyzed.":[119],"Finally,":[120],"challenges":[122],"analyzed":[128],"future":[130],"directions":[132],"foreseen.":[134]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
