{"id":"https://openalex.org/W2807957961","doi":"https://doi.org/10.23919/sustainit.2017.8379791","title":"Engineering and deploying a hardware and software platform to collect and label non-intrusive load monitoring datasets","display_name":"Engineering and deploying a hardware and software platform to collect and label non-intrusive load monitoring datasets","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2807957961","doi":"https://doi.org/10.23919/sustainit.2017.8379791","mag":"2807957961"},"language":"en","primary_location":{"id":"doi:10.23919/sustainit.2017.8379791","is_oa":false,"landing_page_url":"https://doi.org/10.23919/sustainit.2017.8379791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Sustainable Internet and ICT for Sustainability (SustainIT)","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/A5047119987","display_name":"Lucas Pereira","orcid":"https://orcid.org/0000-0002-9110-8775"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucas Pereira","raw_affiliation_strings":["M-ITI/LARSYS and prsma.com, Funchal, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M-ITI/LARSYS and prsma.com, Funchal, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028941760","display_name":"Miguel Ribeiro","orcid":"https://orcid.org/0000-0003-3333-2995"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Miguel Ribeiro","raw_affiliation_strings":["M-ITI/LARSYS and prsma.com, Funchal, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M-ITI/LARSYS and prsma.com, Funchal, Portugal","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074097147","display_name":"Nuno Nunes","orcid":"https://orcid.org/0000-0002-2498-0643"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nuno Nunes","raw_affiliation_strings":["M-ITI/LARSYS and prsma.com, Funchal, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"M-ITI/LARSYS and prsma.com, Funchal, Portugal","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/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/T12146","display_name":"Power Line Communications and Noise","score":0.9854000210762024,"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":0.7808098793029785},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7719794511795044},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6602791547775269},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.5712422728538513},{"id":"https://openalex.org/keywords/plug-and-play","display_name":"Plug and play","score":0.5585184097290039},{"id":"https://openalex.org/keywords/plug-in","display_name":"Plug-in","score":0.5488125681877136},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.5463141202926636},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5400207042694092},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5344580411911011},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5183132886886597},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.42948755621910095},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.350397527217865},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2049245834350586}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7808098793029785},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7719794511795044},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6602791547775269},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.5712422728538513},{"id":"https://openalex.org/C2780070844","wikidata":"https://www.wikidata.org/wiki/Q857815","display_name":"Plug and play","level":2,"score":0.5585184097290039},{"id":"https://openalex.org/C4924752","wikidata":"https://www.wikidata.org/wiki/Q184148","display_name":"Plug-in","level":2,"score":0.5488125681877136},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.5463141202926636},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5400207042694092},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5344580411911011},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5183132886886597},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.42948755621910095},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.350397527217865},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2049245834350586},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/sustainit.2017.8379791","is_oa":false,"landing_page_url":"https://doi.org/10.23919/sustainit.2017.8379791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 Sustainable Internet and ICT for Sustainability (SustainIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.4300000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1138573735","https://openalex.org/W1912395081","https://openalex.org/W1990571958","https://openalex.org/W1994042232","https://openalex.org/W1996944908","https://openalex.org/W2011376369","https://openalex.org/W2021896843","https://openalex.org/W2036131936","https://openalex.org/W2039460148","https://openalex.org/W2097481773","https://openalex.org/W2107659291","https://openalex.org/W2138529725","https://openalex.org/W2151729265","https://openalex.org/W2153639522","https://openalex.org/W2165724105","https://openalex.org/W2214059322","https://openalex.org/W2316292243","https://openalex.org/W2418133265","https://openalex.org/W2606971161","https://openalex.org/W2921676705","https://openalex.org/W3102977103","https://openalex.org/W6627345084","https://openalex.org/W6640127273","https://openalex.org/W6936597892"],"related_works":["https://openalex.org/W2899277162","https://openalex.org/W2170060741","https://openalex.org/W2289312978","https://openalex.org/W2279095528","https://openalex.org/W2133417485","https://openalex.org/W2352394813","https://openalex.org/W2360042170","https://openalex.org/W2346393891","https://openalex.org/W2368465758","https://openalex.org/W2356073227"],"abstract_inverted_index":{"Current":[0],"approaches":[1],"for":[2],"collecting":[3],"and":[4,17,58,63,77,95,158],"labeling":[5,71,106],"NonIntrusive":[6],"Load":[7],"Monitoring":[8],"(NILM)":[9],"datasets":[10,35],"still":[11,29],"rely":[12],"heavily":[13],"on":[14],"a":[15,56,69,96],"lengthy":[16],"error":[18],"prone":[19],"manual":[20],"inspection":[21],"of":[22,125,136,141,150,154,162],"the":[23,42,91,101,105,113,123,134,142,155,163,167],"whole":[24],"dataset.":[25],"Consequently,":[26],"it":[27],"is":[28],"difficult":[30],"to":[31,50,61,80,86,132],"find":[32],"fully":[33],"labeled":[34],"that":[36,116,129,145],"could":[37],"help":[38],"furthering":[39],"even":[40],"more":[41],"research":[43],"in":[44,68,90,166],"this":[45,52,109],"field.":[46],"In":[47,108],"an":[48],"attempt":[49],"overcome":[51],"situation,":[53],"we":[54,111],"propose":[55],"hardware":[57],"software":[59,84],"platform":[60,74],"collect":[62],"label":[64],"NILM":[65],"sensor":[66],"data":[67],"semi-automatic":[70],"fashion.":[72],"Our":[73],"combines":[75],"aggregate":[76,156],"plug-level":[78,168],"smart-meters":[79],"measure":[81],"consumption":[82],"data,":[83],"algorithms":[85],"automatically":[87,159],"detect":[88,160],"changes":[89],"different":[92,114],"monitored":[93],"loads":[94],"graphical":[97],"user":[98],"interface":[99],"where":[100],"end-user":[102],"can":[103],"supervise":[104],"process.":[107],"paper,":[110],"describe":[112],"components":[115],"comprise":[117],"our":[118,137,146],"platform.":[119],"We":[120],"also":[121],"present":[122],"results":[124,140],"one":[126],"live":[127],"deployment":[128,143],"was":[130,148],"performed":[131],"test":[133],"feasibility":[135],"approach.":[138],"The":[139],"show":[144],"system":[147],"capable":[149],"explaining":[151],"about":[152],"82%":[153],"load,":[157],"94%":[161],"power":[164],"transitions":[165],"loads.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}