{"id":"https://openalex.org/W2779880638","doi":"https://doi.org/10.1109/gcce.2017.8229282","title":"Statistical learning based consumer electronic devices detection for smart grid","display_name":"Statistical learning based consumer electronic devices detection for smart grid","publication_year":2017,"publication_date":"2017-10-01","ids":{"openalex":"https://openalex.org/W2779880638","doi":"https://doi.org/10.1109/gcce.2017.8229282","mag":"2779880638"},"language":"en","primary_location":{"id":"doi:10.1109/gcce.2017.8229282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce.2017.8229282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 6th Global Conference on Consumer Electronics (GCCE)","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/A5100444120","display_name":"Huan Chen","orcid":"https://orcid.org/0000-0003-0410-3843"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Huan Chen","raw_affiliation_strings":["Department of Computer Science and Engineering, National Chung Hsing University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024883783","display_name":"Yao-Chung Fan","orcid":"https://orcid.org/0000-0002-6894-015X"},"institutions":[{"id":"https://openalex.org/I162838928","display_name":"National Chung Hsing University","ror":"https://ror.org/05vn3ca78","country_code":"TW","type":"education","lineage":["https://openalex.org/I162838928"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yao-Chung Fan","raw_affiliation_strings":["Department of Computer Science and Engineering, National Chung Hsing University, Taichung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Chung Hsing University, Taichung, Taiwan","institution_ids":["https://openalex.org/I162838928"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103255600","display_name":"Bo\u2010Chao Cheng","orcid":"https://orcid.org/0000-0002-2029-0426"},"institutions":[{"id":"https://openalex.org/I148099254","display_name":"National Chung Cheng University","ror":"https://ror.org/0028v3876","country_code":"TW","type":"education","lineage":["https://openalex.org/I148099254"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Bo-Chao Cheng","raw_affiliation_strings":["Department of Communications Engineering, National Chung Cheng University, Chia-Yi, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Communications Engineering, National Chung Cheng University, Chia-Yi, Taiwan","institution_ids":["https://openalex.org/I148099254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076936035","display_name":"Hong-Zhou Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129657","display_name":"Delta Electronics (Taiwan)","ror":"https://ror.org/03acb7p04","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210129657"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hong-Zhou Huang","raw_affiliation_strings":["Software Department, Mission Critical Infrastructure Solutions (MCIS), Business Unit, Delta Electronics, Inc., Tainan, Taiwan","Software Department, Delta Electronics, Inc., Tainan, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Software Department, Mission Critical Infrastructure Solutions (MCIS), Business Unit, Delta Electronics, Inc., Tainan, Taiwan","institution_ids":["https://openalex.org/I4210129657"]},{"raw_affiliation_string":"Software Department, Delta Electronics, Inc., Tainan, Taiwan","institution_ids":["https://openalex.org/I4210129657"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17964318,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"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/T12146","display_name":"Power Line Communications and Noise","score":0.9912999868392944,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9908999800682068,"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/computer-science","display_name":"Computer science","score":0.7527062892913818},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.7007954120635986},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.6664149761199951},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.6415274143218994},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5238264203071594},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5136627554893494},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4951712191104889},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.49253758788108826},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.4555481970310211},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.43824443221092224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36858123540878296},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.23874220252037048},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18265634775161743}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7527062892913818},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.7007954120635986},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.6664149761199951},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.6415274143218994},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5238264203071594},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5136627554893494},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4951712191104889},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.49253758788108826},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.4555481970310211},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.43824443221092224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36858123540878296},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.23874220252037048},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18265634775161743},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"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/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/gcce.2017.8229282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/gcce.2017.8229282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 6th Global Conference on Consumer Electronics (GCCE)","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":0.6899999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1575597416","https://openalex.org/W2083721170","https://openalex.org/W2123910460","https://openalex.org/W2161708246","https://openalex.org/W4231087640","https://openalex.org/W6634499289"],"related_works":["https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2775355700","https://openalex.org/W2246071452","https://openalex.org/W2165970106","https://openalex.org/W1985785385","https://openalex.org/W1124398682","https://openalex.org/W4316660856","https://openalex.org/W2387071565","https://openalex.org/W3090249087"],"abstract_inverted_index":{"Nonintrusive":[0],"load":[1],"monitoring":[2],"(NILM)":[3],"technique":[4,95],"tries":[5],"to":[6,35,42,78,115,133],"measure":[7],"the":[8,15,18,22,58,61,68,72,117,121,126,130,135,139,144],"power":[9,16,23,73],"consumption":[10],"of":[11,120],"all":[12],"appliances":[13,48,80],"at":[14],"meter,":[17],"single":[19],"point":[20],"where":[21,60],"cable":[24],"enters":[25],"your":[26],"home.":[27],"In":[28,52,66,86],"literature,":[29],"many":[30],"algorithms":[31],"have":[32],"been":[33],"proposed":[34,145],"detect":[36,43,98],"appliance":[37,62,100,122],"usage":[38,101],"in":[39,50,64],"smart":[40],"grid":[41],"how":[44],"much":[45],"and":[46,124],"what":[47],"are":[49,83],"use.":[51,65],"this":[53,87],"paper,":[54,88],"we":[55,89],"emphasis":[56],"on":[57,71,129],"issue":[59],"is":[63,114],"practice":[67],"signal":[69],"noise":[70],"line":[74],"makes":[75],"it":[76],"difficult":[77],"differentiate":[79],"when":[81],"they":[82],"very":[84,105],"close.":[85],"propose":[90],"a":[91],"statistical":[92],"learning":[93],"based":[94],"that":[96,103,143],"can":[97,147],"different":[99],"events":[102],"occurs":[104],"close":[106],"within":[107],"just":[108],"several":[109],"centimeters.":[110],"The":[111],"main":[112],"idea":[113],"take":[116],"sample":[118,131],"mean":[119,132],"readings":[123],"apply":[125],"hypothesis":[127],"testing":[128],"determine":[134],"decision":[136],"threshold":[137],"for":[138],"classification.":[140],"Results":[141],"show":[142],"scheme":[146],"achieve":[148],"centimeter":[149],"level":[150],"positioning":[151],"accuracy.":[152]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
