{"id":"https://openalex.org/W772390211","doi":null,"title":"Sistema Inteligente Para Previs\u00e3o de Carga Multinodal em Sistemas El\u00e9tricos de Pot\u00eancia","display_name":"Sistema Inteligente Para Previs\u00e3o de Carga Multinodal em Sistemas El\u00e9tricos de Pot\u00eancia","publication_year":2010,"publication_date":"2010-11-27","ids":{"openalex":"https://openalex.org/W772390211","mag":"772390211"},"language":"pt","primary_location":{"id":"pmh:oai:americanae.aecid.es:1748645","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/100304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UNESP","raw_type":"info:eu-repo/semantics/doctoralThesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11449/100304","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066804545","display_name":"Alessandra Bonato Altran","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Alessandra Bonato Altran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5066804545"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9922000169754028,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9922000169754028,"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/T10320","display_name":"Neural Networks and Applications","score":0.002199999988079071,"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"}},{"id":"https://openalex.org/T12451","display_name":"Smart Grid and Power Systems","score":0.0012000000569969416,"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/load-forecasting","display_name":"load forecasting","score":0.8939999938011169},{"id":"https://openalex.org/keywords/power-systems","display_name":"power systems","score":0.6349999904632568},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9049999713897705},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"multilayer perceptron","score":0.9340000152587891},{"id":"https://openalex.org/keywords/backpropagation","display_name":"backpropagation","score":0.7979999780654907},{"id":"https://openalex.org/keywords/short-term-load-forecasting","display_name":"short-term load forecasting","score":0.843999981880188},{"id":"https://openalex.org/keywords/power-system-operation-and-planning","display_name":"power system operation and planning","score":0.5180000066757202}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3526734709739685}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:americanae.aecid.es:1748645","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/100304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UNESP","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:repositorio.unesp.br:11449/100304","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/100304","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"instacron:UNESP","raw_type":"info:eu-repo/semantics/doctoralThesis"},{"id":"pmh:oai:acervodigital.unesp.br:11449/100304","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/100304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400256","display_name":"Acervo Digital da Universidade Estadual Paulista (Universidade Estadual Paulista)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210115194","host_organization_name":"Funda\u00e7\u00e3o para o Desenvolvimento da UNESP","host_organization_lineage":["https://openalex.org/I4210115194"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"outro"},{"id":"mag:772390211","doi":null,"is_oa":false,"landing_page_url":"https://www.feis.unesp.br/Home/departamentos/engenhariaeletrica/pos-graduacao/070-tese_alessandra_altran.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4210186100","display_name":"Aleph UCLA Undergraduate Research Journal for the Humanities and Social Sciences","issn_l":"2639-6440","issn":["2639-6440","2639-6459"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Aleph UCLA Undergraduate Research Journal for the Humanities and Social Sciences","raw_type":null}],"best_oa_location":{"id":"pmh:oai:americanae.aecid.es:1748645","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11449/100304","pdf_url":null,"source":{"id":"https://openalex.org/S4306400786","display_name":"Americanae (AECID Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"reponame:Reposit\u00f3rio Institucional da UNESP","raw_type":"info:eu-repo/semantics/doctoralThesis"},"sustainable_development_goals":[{"score":0.8970999717712402,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.571399986743927,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W42316988","https://openalex.org/W76828661","https://openalex.org/W157722943","https://openalex.org/W579004349","https://openalex.org/W587958163","https://openalex.org/W613766092","https://openalex.org/W1491663334","https://openalex.org/W1513222348","https://openalex.org/W1524100745","https://openalex.org/W1536066714","https://openalex.org/W1543599304","https://openalex.org/W1559779124","https://openalex.org/W1573503290","https://openalex.org/W1576879849","https://openalex.org/W1600769580","https://openalex.org/W1894509194","https://openalex.org/W1966820249","https://openalex.org/W1966957198","https://openalex.org/W1967011375","https://openalex.org/W1971559158","https://openalex.org/W1977362693","https://openalex.org/W1988433871","https://openalex.org/W1990166396","https://openalex.org/W1992178840","https://openalex.org/W1992320635","https://openalex.org/W1992773638","https://openalex.org/W1995341919","https://openalex.org/W2002612241","https://openalex.org/W2015857587","https://openalex.org/W2016622949","https://openalex.org/W2016657420","https://openalex.org/W2018126208","https://openalex.org/W2021252908","https://openalex.org/W2029762330","https://openalex.org/W2034353796","https://openalex.org/W2039402388","https://openalex.org/W2040870580","https://openalex.org/W2044560638","https://openalex.org/W2052649001","https://openalex.org/W2058791286","https://openalex.org/W2059447477","https://openalex.org/W2064604455","https://openalex.org/W2067576900","https://openalex.org/W2079011006","https://openalex.org/W2081929806","https://openalex.org/W2095425517","https://openalex.org/W2103496339","https://openalex.org/W2114001875","https://openalex.org/W2116424792","https://openalex.org/W2120412430","https://openalex.org/W2121211200","https://openalex.org/W2124776405","https://openalex.org/W2127192673","https://openalex.org/W2128084896","https://openalex.org/W2129217160","https://openalex.org/W2130904551","https://openalex.org/W2143271710","https://openalex.org/W2143956139","https://openalex.org/W2149723649","https://openalex.org/W2151767444","https://openalex.org/W2157890204","https://openalex.org/W2158442843","https://openalex.org/W2165805036","https://openalex.org/W2169548144","https://openalex.org/W2247015565","https://openalex.org/W2491288247","https://openalex.org/W2796363686","https://openalex.org/W2912565176","https://openalex.org/W3121926921","https://openalex.org/W3142116777"],"related_works":["https://openalex.org/W769870408","https://openalex.org/W6884939301","https://openalex.org/W777604993","https://openalex.org/W2285132189","https://openalex.org/W3113117025","https://openalex.org/W159622200","https://openalex.org/W1903614429","https://openalex.org/W7120659858","https://openalex.org/W4234260881","https://openalex.org/W7120692402"],"abstract_inverted_index":{"A":[0],"previs\u00e3o":[1,82,86,170],"de":[2,6,12,25,35,46,67,71,83,115,144,160,169,171],"carga,":[3,84],"em":[4,16,148],"sistemas":[5,66],"energia":[7,68],"el\u00e9trica,":[8],"constitui-se":[9],"numa":[10],"atividade":[11],"grande":[13],"import\u00e2ncia,":[14],"tendo":[15],"vista":[17],"que":[18,60,88,96],"a":[19,44,52,85,104,153,174],"maioria":[20],"dos":[21,65],"estudos":[22],"realizados":[23],"(fluxo":[24],"pot\u00eancia,":[26],"despacho":[27],"econ\u00f4mico,":[28],"planejamento":[29,62],"da":[30,50,100,106,146],"expans\u00e3o,":[31],"compra":[32],"e":[33,63,75],"venda":[34],"energia,":[36],"etc.)":[37],"somente":[38],"poder\u00e1":[39],"ser":[40,53,90],"efetivada":[41],"se":[42],"houver":[43],"disponibilidade":[45],"uma":[47,79,116,140],"boa":[48],"estimativa":[49],"carga":[51],"atendida.":[54],"Deste":[55],"modo,":[56],"visando":[57],"contribuir":[58],"para":[59,81],"o":[61,113],"opera\u00e7\u00e3o":[64],"el\u00e9trica":[69,102],"ocorram":[70],"forma":[72],"segura,":[73],"confi\u00e1vel":[74],"econ\u00f4mica,":[76],"foi":[77,138,165],"desenvolvida":[78],"metodologia":[80,164],"multinodal,":[87],"pode":[89],"entendida":[91],"como":[92],"um":[93],"sistema":[94,109],"inteligente":[95],"considera":[97],"v\u00e1rios":[98,122],"pontos":[99],"rede":[101,117],"durante":[103],"realiza\u00e7\u00e3o":[105],"previs\u00e3o.":[107],"O":[108],"desenvolvido":[110],"conta":[111],"com":[112],"uso":[114],"neural":[118],"artificial":[119],"composta":[120],"por":[121],"m\u00f3dulos,":[123],"sendo":[124],"esta":[125],"do":[126],"tipo":[127],"perceptron":[128],"multicamadas,":[129],"cujo":[130],"treinamento":[131],"\u00e9":[132],"baseado":[133],"no":[134],"algoritmo":[135],"retropropaga\u00e7\u00e3o.":[136],"Por\u00e9m,":[137],"realizada":[139],"modifica\u00e7\u00e3o":[141],"na":[142],"fun\u00e7\u00e3o":[143,151,154],"ativa\u00e7\u00e3o":[145],"rede,":[147],"substitui\u00e7\u00e3o":[149],"\u00e0":[150,178],"usual,":[152],"sigmoide,":[155],"foram":[156],"utilizadas":[157],"as":[158],"fun\u00e7\u00f5es":[159],"base":[161],"radial.":[162],"Tal":[163],"aplicada":[166],"ao":[167],"problema":[168],"cargas":[172],"el\u00e9tricas":[173],"curto-prazo":[175],"(24":[176],"horas":[177],"frente)":[179]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
