{"id":"https://openalex.org/W2133684268","doi":"https://doi.org/10.1109/ijcnn.2011.6033471","title":"Short-term load forecasting for electrical regional of a distribution utility considering temperature","display_name":"Short-term load forecasting for electrical regional of a distribution utility considering temperature","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2133684268","doi":"https://doi.org/10.1109/ijcnn.2011.6033471","mag":"2133684268"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2011.6033471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","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/A5034346571","display_name":"Ronaldo R. B. de Aquino","orcid":"https://orcid.org/0000-0003-4835-7378"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Ronaldo R. B. de Aquino","raw_affiliation_strings":["Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","Federal University of Pernambuco (UFPE), Acad\u00eamico H\u00e9lio Ramos s/n, Cidade Universit\u00e1ria, Cep: 50.740-530 - Recife - PE - Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco (UFPE), Recife, Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Federal University of Pernambuco (UFPE), Acad\u00eamico H\u00e9lio Ramos s/n, Cidade Universit\u00e1ria, Cep: 50.740-530 - Recife - PE - Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001497831","display_name":"Aida A. Ferreira","orcid":"https://orcid.org/0000-0002-0322-6801"},"institutions":[{"id":"https://openalex.org/I2800363144","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia de Pernambuco","ror":"https://ror.org/02y7zaj23","country_code":"BR","type":"education","lineage":["https://openalex.org/I1293487690","https://openalex.org/I2800363144","https://openalex.org/I2801200668"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Aida A. Ferreira","raw_affiliation_strings":["Federal Institute of Pernambuco, Brazil","Federal Institute of Pernambuco, Brazil#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal Institute of Pernambuco, Brazil","institution_ids":["https://openalex.org/I2800363144"]},{"raw_affiliation_string":"Federal Institute of Pernambuco, Brazil#TAB#","institution_ids":["https://openalex.org/I2800363144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068973942","display_name":"Milde M. S. Lira","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Milde M. S. Lira","raw_affiliation_strings":["Federal University of Pernambuco, Brazil","Federal University of Pernambuco,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Federal University of Pernambuco,Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042802692","display_name":"Otoni N\u00f3brega Neto","orcid":"https://orcid.org/0000-0001-9935-0091"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Otoni Nobrega Neto","raw_affiliation_strings":["Federal University of Pernambuco, Brazil","Federal University of Pernambuco,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Federal University of Pernambuco,Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058119719","display_name":"Priscila S. Amorim","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Priscila S. Amorim","raw_affiliation_strings":["Federal University of Pernambuco, Brazil","Federal University of Pernambuco,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Federal University of Pernambuco, Brazil","institution_ids":["https://openalex.org/I25112270"]},{"raw_affiliation_string":"Federal University of Pernambuco,Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091162936","display_name":"Carlos Frederico Dias Diniz","orcid":"https://orcid.org/0000-0002-5370-2255"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Carlos F. D. Diniz","raw_affiliation_strings":["Energy Company of Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Energy Company of Pernambuco, Brazil","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069055088","display_name":"Tatiana Maria Andrade da Silveira","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tatiana M. A. da Silveira","raw_affiliation_strings":["Energy Company of Pernambuco, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Energy Company of Pernambuco, Brazil","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.23084853,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"4669","issue":null,"first_page":"2000","last_page":"2004"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998999834060669,"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":0.9998999834060669,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9927999973297119,"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/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.7467880249023438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6349103450775146},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6260976195335388},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5913870334625244},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.560830295085907},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5274791121482849},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.4657464921474457},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.41359904408454895},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4074356257915497},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3574906587600708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3183321952819824},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23180285096168518},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.11885151267051697},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07326483726501465}],"concepts":[{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.7467880249023438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6349103450775146},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6260976195335388},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5913870334625244},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.560830295085907},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5274791121482849},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.4657464921474457},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.41359904408454895},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4074356257915497},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3574906587600708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3183321952819824},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23180285096168518},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.11885151267051697},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07326483726501465},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2011.6033471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W31427528","https://openalex.org/W1525068797","https://openalex.org/W1899402344","https://openalex.org/W2036959914","https://openalex.org/W2065350746","https://openalex.org/W2093144531","https://openalex.org/W2100090926","https://openalex.org/W2123504579","https://openalex.org/W2146097858","https://openalex.org/W2155482699","https://openalex.org/W2466512847","https://openalex.org/W2617944295"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W2389800468","https://openalex.org/W1972110671","https://openalex.org/W3207731800","https://openalex.org/W2008638559","https://openalex.org/W3144388600","https://openalex.org/W4403329871","https://openalex.org/W2912901340","https://openalex.org/W2766816807","https://openalex.org/W2905122356"],"abstract_inverted_index":{"This":[0],"work":[1],"deals":[2],"with":[3,112],"the":[4,19,29,41,51,83,95,113,123],"application":[5],"of":[6,44,50,61,90,97,122],"Artificial":[7],"Neural":[8],"Networks":[9],"(ANN)":[10],"and":[11,68,99,110],"Adaptive":[12],"Neuro-Fuzzy":[13],"Inference":[14],"System":[15],"(ANFIS)":[16],"to":[17,39],"provide":[18],"decentralized":[20],"daily":[21,31],"load":[22,42,84],"short-term":[23],"forecasting":[24,85],"which":[25],"is":[26,34],"based":[27],"on":[28],"average":[30],"temperature.":[32],"It":[33],"not":[35],"an":[36,45],"easy":[37],"task":[38],"forecast":[40],"demand":[43],"electrical":[46,88],"regional":[47,89],"mainly":[48],"because":[49,72],"system":[52,93],"reconfiguration":[53],"either":[54],"temporary":[55],"(operational":[56],"maneuvers)":[57],"or":[58],"permanent":[59],"(creation":[60],"new":[62,124],"regional).":[63],"In":[64],"this":[65],"regard,":[66],"ANN":[67],"ANFIS":[69],"were":[70,105],"chosen":[71],"they":[73],"have":[74],"robustness":[75],"in":[76,94,120],"their":[77],"responses.":[78],"Both":[79],"models":[80],"carry":[81],"out":[82],"for":[86],"each":[87,108],"CELPE":[91],"distribution":[92],"period":[96],"7":[98],"14":[100],"days":[101],"ahead.":[102],"The":[103],"results":[104],"compared":[106],"between":[107],"other":[109],"also":[111],"PREVER":[114],"software,":[115],"demonstrating":[116],"a":[117],"considerable":[118],"improvement":[119],"performance":[121],"models.":[125]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
