{"id":"https://openalex.org/W2960272609","doi":"https://doi.org/10.1109/iccw.2019.8756885","title":"Cognitive Smart Plugs for Signature Identification of Residential Home Appliance Load using Machine Learning: From Theory to Practice","display_name":"Cognitive Smart Plugs for Signature Identification of Residential Home Appliance Load using Machine Learning: From Theory to Practice","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2960272609","doi":"https://doi.org/10.1109/iccw.2019.8756885","mag":"2960272609"},"language":"en","primary_location":{"id":"doi:10.1109/iccw.2019.8756885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2019.8756885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Communications Workshops (ICC Workshops)","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/A5006308843","display_name":"Artur F. da S. Veloso","orcid":"https://orcid.org/0000-0001-6872-5954"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Artur F. da S. Veloso","raw_affiliation_strings":["Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108687820","display_name":"Regenildo G. de Oliveira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Regenildo G. de Oliveira","raw_affiliation_strings":["Faculty iCEV, Piau\u00ed, Brazil"],"affiliations":[{"raw_affiliation_string":"Faculty iCEV, Piau\u00ed, Brazil","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110627594","display_name":"Antonio A. Rodrigues","orcid":null},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Antonio A. Rodrigues","raw_affiliation_strings":["Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061370797","display_name":"Ricardo A. L. Rab\u00ealo","orcid":"https://orcid.org/0000-0003-1482-6404"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ricardo A. L. Rabelo","raw_affiliation_strings":["Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076776322","display_name":"Joel J. P. C. Rodrigues","orcid":"https://orcid.org/0000-0001-8657-3800"},"institutions":[{"id":"https://openalex.org/I3121799822","display_name":"Universidade Federal do Piau\u00ed","ror":"https://ror.org/00kwnx126","country_code":"BR","type":"education","lineage":["https://openalex.org/I3121799822"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Joel J. P. C. Rodrigues","raw_affiliation_strings":["Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil"],"affiliations":[{"raw_affiliation_string":"Federal University of Piau\u00ed-UFPI, Piau\u00ed, Brazil","institution_ids":["https://openalex.org/I3121799822"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006308843"],"corresponding_institution_ids":["https://openalex.org/I3121799822"],"apc_list":null,"apc_paid":null,"fwci":0.8346,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73870047,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9916999936103821,"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":0.9825000166893005,"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/identification","display_name":"Identification (biology)","score":0.7219384908676147},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6725360751152039},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.6339621543884277},{"id":"https://openalex.org/keywords/home-automation","display_name":"Home automation","score":0.6253317594528198},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6172690987586975},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.5558800101280212},{"id":"https://openalex.org/keywords/automatic-meter-reading","display_name":"Automatic meter reading","score":0.5364433526992798},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.49397069215774536},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.48555800318717957},{"id":"https://openalex.org/keywords/electricity-meter","display_name":"Electricity meter","score":0.4568920135498047},{"id":"https://openalex.org/keywords/energy-management","display_name":"Energy management","score":0.4455667734146118},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.4250847101211548},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4241051971912384},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3587075471878052},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3559412360191345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3183930516242981},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2635905146598816},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.22807574272155762},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22490352392196655},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.18749910593032837},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.17449435591697693},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.152509868144989},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.10086166858673096}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7219384908676147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6725360751152039},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.6339621543884277},{"id":"https://openalex.org/C507571656","wikidata":"https://www.wikidata.org/wiki/Q848436","display_name":"Home automation","level":2,"score":0.6253317594528198},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6172690987586975},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.5558800101280212},{"id":"https://openalex.org/C93763578","wikidata":"https://www.wikidata.org/wiki/Q3503672","display_name":"Automatic meter reading","level":3,"score":0.5364433526992798},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.49397069215774536},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.48555800318717957},{"id":"https://openalex.org/C67172668","wikidata":"https://www.wikidata.org/wiki/Q622756","display_name":"Electricity meter","level":3,"score":0.4568920135498047},{"id":"https://openalex.org/C7817414","wikidata":"https://www.wikidata.org/wiki/Q1779504","display_name":"Energy management","level":3,"score":0.4455667734146118},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4250847101211548},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4241051971912384},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3587075471878052},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3559412360191345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3183930516242981},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2635905146598816},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.22807574272155762},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22490352392196655},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.18749910593032837},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.17449435591697693},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.152509868144989},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.10086166858673096},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","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},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccw.2019.8756885","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccw.2019.8756885","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Communications Workshops (ICC Workshops)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8799999952316284,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W356677340","https://openalex.org/W1608094059","https://openalex.org/W1993328790","https://openalex.org/W2058336993","https://openalex.org/W2222845742","https://openalex.org/W2279798675","https://openalex.org/W2337877735","https://openalex.org/W2410114924","https://openalex.org/W2525642965","https://openalex.org/W2559146925","https://openalex.org/W2560842227","https://openalex.org/W2564834088","https://openalex.org/W2568903799","https://openalex.org/W2582730176","https://openalex.org/W2596622777","https://openalex.org/W2620811401","https://openalex.org/W2745248284","https://openalex.org/W2759969260","https://openalex.org/W2766460277","https://openalex.org/W2796118470","https://openalex.org/W2897162513","https://openalex.org/W2900688627","https://openalex.org/W2906981918","https://openalex.org/W2907138923","https://openalex.org/W2913565212","https://openalex.org/W6758567208"],"related_works":["https://openalex.org/W3134700528","https://openalex.org/W2993916562","https://openalex.org/W2313176480","https://openalex.org/W2388296230","https://openalex.org/W2020576684","https://openalex.org/W4210408875","https://openalex.org/W2161150712","https://openalex.org/W2351071639","https://openalex.org/W2736961745","https://openalex.org/W2371230099"],"abstract_inverted_index":{"The":[0,41,69],"identification":[1,27,144],"of":[2,18,23,43,49,77,88,112,123],"individual":[3,86],"household":[4,79],"appliances":[5,80,167],"in":[6,21,81,128,133,145,180],"the":[7,47,73,82,85,95,110,113,120,134,143,156,159,181],"residential":[8,78,182],"power":[9],"grid":[10],"can":[11],"provide":[12],"better":[13],"consumption":[14,170],"control":[15],"and":[16,75,106,116,139,176],"detection":[17,76],"anomalies":[19,175],"present":[20,132,179],"some":[22],"these":[24],"appliances.":[25],"This":[26],"is":[28,126,148,153],"only":[29],"possible":[30],"if":[31],"each":[32,89,124,146],"electric":[33],"appliance":[34],"has":[35],"an":[36],"Electric":[37],"Load":[38],"Signature":[39],"(ELS).":[40],"generation":[42],"ELS":[44,87,125],"occurs":[45],"through":[46,84],"Internet":[48],"Things":[50],"(IoT)":[51],"equipment,":[52],"such":[53],"as":[54,172,174],"Smart":[55,59],"Meter":[56],"(SM)":[57],"or":[58],"Plugs":[60],"(SPs),":[61],"which":[62,166],"provides":[63],"information":[64],"necessary":[65],"for":[66],"this":[67],"purpose.":[68],"proposed":[70],"work":[71],"allows":[72],"reading":[74],"network,":[83],"load,":[90],"using":[91],"SPs":[92],"together":[93],"with":[94],"Machine":[96],"Learning":[97],"Algorithm.":[98],"Some":[99],"important":[100],"electrical":[101],"parameters":[102],"will":[103],"be":[104,162],"analyzed":[105],"detected":[107],"individually.":[108],"With":[109],"aid":[111],"Decision":[114],"Tree":[115],"Naive":[117],"Bayes":[118],"algorithms,":[119],"creation":[121],"data":[122],"stored":[127],"a":[129],"centralized":[130],"database":[131],"Home":[135],"Energy":[136],"Management":[137],"System":[138],"trained":[140],"so":[141],"that":[142],"SP":[147],"possible.":[149],"A":[150],"visual":[151],"application":[152],"provided":[154],"to":[155,161,164],"consumer":[157],"at":[158],"HEM":[160],"able":[163],"see":[165],"are":[168],"operating,":[169],"history,":[171],"well":[173],"unwanted":[177],"changes,":[178],"network.":[183]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
