{"id":"https://openalex.org/W2778611676","doi":"https://doi.org/10.1109/globalsip.2017.8309133","title":"Incorporating time-of-day usage patterns into non-intrusive load monitoring","display_name":"Incorporating time-of-day usage patterns into non-intrusive load monitoring","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2778611676","doi":"https://doi.org/10.1109/globalsip.2017.8309133","mag":"2778611676"},"language":"en","primary_location":{"id":"doi:10.1109/globalsip.2017.8309133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8309133","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)","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/A5010633798","display_name":"Chinthaka Dinesh","orcid":"https://orcid.org/0000-0002-9908-3904"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Chinthaka Dinesh","raw_affiliation_strings":["School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053665999","display_name":"Stephen Makonin","orcid":"https://orcid.org/0000-0002-7818-8301"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Stephen Makonin","raw_affiliation_strings":["School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012187461","display_name":"Ivan V. Baji\u0107","orcid":"https://orcid.org/0000-0003-3154-5743"},"institutions":[{"id":"https://openalex.org/I18014758","display_name":"Simon Fraser University","ror":"https://ror.org/0213rcc28","country_code":"CA","type":"education","lineage":["https://openalex.org/I18014758"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ivan V Bajic","raw_affiliation_strings":["School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering Science, Simon Fraser University, Burnaby, BC, Canada","institution_ids":["https://openalex.org/I18014758"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010633798"],"corresponding_institution_ids":["https://openalex.org/I18014758"],"apc_list":null,"apc_paid":null,"fwci":1.7201,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.85954898,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1110","last_page":"1114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":1.0,"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":1.0,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11954","display_name":"Energy Efficiency and Management","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7638413906097412},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.7339435815811157},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5744822025299072},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5279190540313721},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5187445282936096},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5152966976165771},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4991896152496338},{"id":"https://openalex.org/keywords/power-demand","display_name":"Power demand","score":0.4305090308189392},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3659522235393524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17245110869407654},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1569574475288391}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7638413906097412},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.7339435815811157},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5744822025299072},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5279190540313721},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5187445282936096},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5152966976165771},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4991896152496338},{"id":"https://openalex.org/C2983317576","wikidata":"https://www.wikidata.org/wiki/Q1853339","display_name":"Power demand","level":4,"score":0.4305090308189392},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3659522235393524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17245110869407654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1569574475288391},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/globalsip.2017.8309133","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globalsip.2017.8309133","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W168840469","https://openalex.org/W1272474793","https://openalex.org/W1509579154","https://openalex.org/W1526600169","https://openalex.org/W1735866749","https://openalex.org/W1987077486","https://openalex.org/W2006478669","https://openalex.org/W2043934529","https://openalex.org/W2047299480","https://openalex.org/W2054303312","https://openalex.org/W2123910460","https://openalex.org/W2155221302","https://openalex.org/W2165874743","https://openalex.org/W2279949341","https://openalex.org/W2292806482","https://openalex.org/W2306506808","https://openalex.org/W2312071939","https://openalex.org/W2344234701","https://openalex.org/W2418133265","https://openalex.org/W2615310803","https://openalex.org/W3103730413","https://openalex.org/W6606938059","https://openalex.org/W6630488282","https://openalex.org/W6684578312","https://openalex.org/W6717057237"],"related_works":["https://openalex.org/W1816461854","https://openalex.org/W2776409113","https://openalex.org/W2579474333","https://openalex.org/W3187939022","https://openalex.org/W2291698372","https://openalex.org/W2947582547","https://openalex.org/W2091858233","https://openalex.org/W2089997255","https://openalex.org/W2156573693","https://openalex.org/W2590119245"],"abstract_inverted_index":{"Understanding":[0],"appliance":[1,19,36],"power":[2,9,20],"consumption":[3,10,21],"can":[4],"help":[5],"occupants":[6],"optimize":[7],"their":[8],"behaviour.":[11],"One":[12],"popular":[13],"class":[14],"of":[15],"methods":[16],"for":[17],"determining":[18],"is":[22],"known":[23],"as":[24],"non-intrusive":[25],"load":[26],"monitoring":[27],"(NILM).":[28],"This":[29],"paper":[30],"shows":[31],"how":[32],"to":[33],"incorporate":[34],"time-of-day":[35],"usage":[37],"patterns":[38],"into":[39],"a":[40],"recent":[41],"NILM":[42],"method,":[43],"resulting":[44],"in":[45,51],"both":[46],"improved":[47],"accuracy":[48],"and":[49],"reduction":[50],"computational":[52],"complexity.":[53]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}