{"id":"https://openalex.org/W3212422580","doi":"https://doi.org/10.1109/iecon48115.2021.9589482","title":"Home EMS controlled by Neural Networks","display_name":"Home EMS controlled by Neural Networks","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3212422580","doi":"https://doi.org/10.1109/iecon48115.2021.9589482","mag":"3212422580"},"language":"en","primary_location":{"id":"doi:10.1109/iecon48115.2021.9589482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon48115.2021.9589482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2021 \u2013 47th Annual Conference of the IEEE Industrial Electronics Society","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/A5103787641","display_name":"Joao Freire","orcid":null},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Freire","raw_affiliation_strings":["NOVA School of Science and Technology | FCT NOVA, Caparica, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology | FCT NOVA, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034339669","display_name":"Pedro Pereira","orcid":"https://orcid.org/0000-0002-0548-2091"},"institutions":[{"id":"https://openalex.org/I83558840","display_name":"Universidade Nova de Lisboa","ror":"https://ror.org/02xankh89","country_code":"PT","type":"education","lineage":["https://openalex.org/I83558840"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Pereira","raw_affiliation_strings":["NOVA School of Science and Technology | FCT NOVA Centre of Technology and Systems | CTS-UNINOVA, Caparica, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NOVA School of Science and Technology | FCT NOVA Centre of Technology and Systems | CTS-UNINOVA, Caparica, Portugal","institution_ids":["https://openalex.org/I83558840"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I83558840"],"apc_list":null,"apc_paid":null,"fwci":0.2713,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43609707,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"l153","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12564","display_name":"Sensor Technology and Measurement Systems","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14353","display_name":"Wireless Sensor Networks for Data Analysis","score":0.9739000201225281,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9591000080108643,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/electricity","display_name":"Electricity","score":0.873773455619812},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5660333037376404},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5212993621826172},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.51348477602005},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5005106925964355},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.48039180040359497},{"id":"https://openalex.org/keywords/electricity-retailing","display_name":"Electricity retailing","score":0.46525245904922485},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.4641975164413452},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3206825256347656},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3135819435119629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24232956767082214},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21859493851661682},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.21588173508644104},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11721223592758179},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.08786708116531372}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.873773455619812},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5660333037376404},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5212993621826172},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.51348477602005},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5005106925964355},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.48039180040359497},{"id":"https://openalex.org/C57101690","wikidata":"https://www.wikidata.org/wiki/Q2356921","display_name":"Electricity retailing","level":4,"score":0.46525245904922485},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.4641975164413452},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3206825256347656},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3135819435119629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24232956767082214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21859493851661682},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.21588173508644104},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11721223592758179},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.08786708116531372},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon48115.2021.9589482","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon48115.2021.9589482","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2021 \u2013 47th Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.7699999809265137,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1683511521","https://openalex.org/W1991920230","https://openalex.org/W2163121678","https://openalex.org/W2296193698","https://openalex.org/W2588627057","https://openalex.org/W2963920515","https://openalex.org/W6637359451"],"related_works":["https://openalex.org/W2348317328","https://openalex.org/W2359500417","https://openalex.org/W2383586764","https://openalex.org/W2356680598","https://openalex.org/W2966111772","https://openalex.org/W4295214998","https://openalex.org/W2385067961","https://openalex.org/W2534087084","https://openalex.org/W2477218593","https://openalex.org/W2305061769"],"abstract_inverted_index":{"The":[0,53,170],"widespread":[1],"use":[2,86,99],"of":[3,23,69,87,100,136,166,172],"electricity":[4,40,70,147,167,186],"in":[5,26,55,58,75,160,184],"the":[6,12,20,76,85,98,129,133,164,185,195,199],"most":[7],"varied":[8],"sectors,":[9],"among":[10],"them":[11],"industrial":[13],"and":[14,51,71,97,116,158],"domestic":[15],"sectors":[16],"adding":[17],"up":[18],"to":[19,66,81,128,145,151,180],"largest":[21],"amount":[22],"energy":[24],"consumed":[25],"recent":[27],"years.":[28],"Currently,":[29],"this":[30,104,173],"dependence":[31],"happens":[32],"because":[33],"there":[34],"are":[35],"several":[36],"equipments":[37,56],"that":[38,140,154],"need":[39],"uninterruptedly":[41],"for":[42,120],"correct":[43],"operation,":[44],"such":[45,123],"as":[46,124,176],"security":[47],"systems,":[48],"refrigerating":[49],"equipment":[50],"others.":[52],"increase":[54,74],"present":[57],"homes":[59],"is":[60,112],"also":[61],"a":[62,138,182],"relevant":[63],"factor,":[64],"leading":[65],"greater":[67],"consumption":[68],"consequently":[72],"an":[73],"electric":[77],"bill.":[78],"In":[79,103],"order":[80],"obtain":[82],"improvements":[83],"during":[84],"electricity,":[88],"Neural":[89],"Networks":[90],"were":[91],"used,":[92,110],"which":[93,111,117],"allowed":[94,119],"constant":[95],"learning":[96],"previous":[101],"prices.":[102],"way,":[105],"Artificial":[106],"Intelligence":[107],"software":[108],"was":[109,168],"increasingly":[113],"sought":[114],"after,":[115],"has":[118,175],"numerous":[121],"operations":[122],"event":[125],"forecasting.":[126],"Due":[127],"points":[130],"presented":[131],"above,":[132],"idea":[134],"arose":[135],"creating":[137],"tool":[139,174],"would":[141,155],"make":[142],"it":[143],"possible":[144],"predict":[146],"prices":[148],"and,":[149],"conclusively,":[150],"manage":[152],"loads":[153],"be":[156],"displaced":[157],"allocated":[159],"temporal":[161],"spaces":[162],"where":[163],"price":[165],"lower.":[169],"implementation":[171],"its":[177],"main":[178],"objective":[179],"provide":[181],"reduction":[183],"bill":[187],"whenever":[188],"good":[189],"load":[190],"management":[191],"occurs":[192],"based":[193],"on":[194],"forecast":[196],"coming":[197],"from":[198],"implemented":[200],"neuronal":[201],"network.":[202]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}