{"id":"https://openalex.org/W2281092075","doi":"https://doi.org/10.1109/globalsip.2015.7418188","title":"Non-intrusive load monitoring: A power consumption based relaxation","display_name":"Non-intrusive load monitoring: A power consumption based relaxation","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2281092075","doi":"https://doi.org/10.1109/globalsip.2015.7418188","mag":"2281092075"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2015.7418188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2015.7418188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"},"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/A5055956920","display_name":"Kyle Anderson","orcid":"https://orcid.org/0000-0002-5312-7801"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle D. Anderson","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania","Electrical and Computer Engineering Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045861415","display_name":"Jos\u00e9 M. F. Moura","orcid":"https://orcid.org/0000-0002-9822-8294"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jose M.F. Moura","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania","Electrical and Computer Engineering Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064458775","display_name":"Mario Berg\u00e9s","orcid":"https://orcid.org/0000-0003-2948-9236"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mario Berges","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, Pennsylvania","Civil and Environmental Engineering Department"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, Pennsylvania","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Civil and Environmental Engineering Department","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.20826865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"215","last_page":"219"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9993000030517578,"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":0.9993000030517578,"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/T12238","display_name":"Green IT and Sustainability","score":0.9987000226974487,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7235168814659119},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7062327861785889},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5538368821144104},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5466424226760864},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5455103516578674},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5331377983093262},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5235533118247986},{"id":"https://openalex.org/keywords/relaxation","display_name":"Relaxation (psychology)","score":0.5185502171516418},{"id":"https://openalex.org/keywords/crowdsourcing","display_name":"Crowdsourcing","score":0.4974041283130646},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.49125951528549194},{"id":"https://openalex.org/keywords/trace","display_name":"TRACE (psycholinguistics)","score":0.4306778311729431},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32864493131637573},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12032276391983032},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11302992701530457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07064905762672424},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.067034512758255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7235168814659119},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7062327861785889},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5538368821144104},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5466424226760864},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5455103516578674},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5331377983093262},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5235533118247986},{"id":"https://openalex.org/C2776029896","wikidata":"https://www.wikidata.org/wiki/Q3935810","display_name":"Relaxation (psychology)","level":2,"score":0.5185502171516418},{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.4974041283130646},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.49125951528549194},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.4306778311729431},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32864493131637573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12032276391983032},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11302992701530457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07064905762672424},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.067034512758255},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globalsip.2015.7418188","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2015.7418188","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320313176","display_name":"Robert Bosch","ror":"https://ror.org/02venad53"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1994042232","https://openalex.org/W2078921071","https://openalex.org/W2151729265","https://openalex.org/W6936597892"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114","https://openalex.org/W4286908577"],"abstract_inverted_index":{"Obtaining":[0],"per-device":[1],"energy":[2,35,66],"consumption":[3],"estimates":[4,33,67],"in":[5,40],"Non-Intrusive":[6,22],"Load":[7,23],"Monitoring":[8,24],"(NILM)":[9],"has":[10],"proven":[11],"to":[12,58,81],"be":[13,69],"a":[14,26],"challenging":[15],"task.":[16],"We":[17,62],"present":[18],"Power":[19,46],"Consumption":[20],"Clustered":[21],"(PCC-NILM),":[25],"relaxation":[27],"of":[28],"the":[29,34,59,73,82],"NILM":[30],"problem":[31],"that":[32,64],"consumed":[36],"by":[37,71],"devices":[38],"operating":[39],"different":[41],"power":[42],"ranges.":[43],"The":[44],"Approximate":[45],"Trace":[47],"Decomposition":[48],"Algorithm":[49],"(APTDA)":[50],"is":[51],"presented":[52],"as":[53],"an":[54],"unsupervised,":[55],"data-driven":[56],"solution":[57],"PCC-NILM":[60],"problem.":[61],"show":[63],"reliable":[65],"can":[68],"obtained":[70],"crowdsourcing":[72],"results":[74],"from":[75],"using":[76],"1,456":[77],"event":[78],"detectors":[79],"applied":[80],"publicly":[83],"available":[84],"BLUED":[85],"dataset.":[86]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}