{"id":"https://openalex.org/W2139565525","doi":"https://doi.org/10.1109/ijcnn.2004.1381093","title":"Electric load demand prediction using neural network trained by Kalman filtering","display_name":"Electric load demand prediction using neural network trained by Kalman filtering","publication_year":2005,"publication_date":"2005-02-28","ids":{"openalex":"https://openalex.org/W2139565525","doi":"https://doi.org/10.1109/ijcnn.2004.1381093","mag":"2139565525"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2004.1381093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2004.1381093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)","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/A5067597688","display_name":"Edgar N. S\u00e1nchez","orcid":"https://orcid.org/0000-0002-8695-7879"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"E.N. Sanchez","raw_affiliation_strings":["CINVESTAV, Unidad Guadalajara, Guadalajara, Jalisco, Mexico","CINVESTAV, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Guadalajara, Jalisco, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004231492","display_name":"Alma Y. Alan\u00eds","orcid":"https://orcid.org/0000-0001-9600-779X"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"A.Y. Alanis","raw_affiliation_strings":["CINVESTAV, Unidad Guadalajara, Guadalajara, Jalisco, Mexico","CINVESTAV, Guadalajara, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CINVESTAV, Unidad Guadalajara, Guadalajara, Jalisco, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"CINVESTAV, Guadalajara, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030890698","display_name":"Josue Becerra Rico","orcid":null},"institutions":[{"id":"https://openalex.org/I173755004","display_name":"Universidad Michoacana de San Nicol\u00e1s de Hidalgo","ror":"https://ror.org/00z0kq074","country_code":"MX","type":"education","lineage":["https://openalex.org/I173755004"]},{"id":"https://openalex.org/I68368234","display_name":"Centro de Investigaci\u00f3n y de Estudios Avanzados del Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Rico","raw_affiliation_strings":["Universidad Michoacana de San Nicolas de Hidalgo, Morelia, Michoacan, Mexico","CINVESTAV#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Michoacana de San Nicolas de Hidalgo, Morelia, Michoacan, Mexico","institution_ids":["https://openalex.org/I173755004"]},{"raw_affiliation_string":"CINVESTAV#TAB#","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"2771","last_page":"2775"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","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/T11052","display_name":"Energy Load and Power Forecasting","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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.989300012588501,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9883000254631042,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.8015826344490051},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6717675924301147},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6716688871383667},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5370044112205505},{"id":"https://openalex.org/keywords/extended-kalman-filter","display_name":"Extended Kalman filter","score":0.4767954349517822},{"id":"https://openalex.org/keywords/electrical-load","display_name":"Electrical load","score":0.4584067165851593},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.44941645860671997},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4408789873123169},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.4317989945411682},{"id":"https://openalex.org/keywords/moving-horizon-estimation","display_name":"Moving horizon estimation","score":0.4243607521057129},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19962868094444275},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.15880635380744934},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10749194025993347},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0774497389793396}],"concepts":[{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.8015826344490051},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6717675924301147},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6716688871383667},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5370044112205505},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.4767954349517822},{"id":"https://openalex.org/C77715397","wikidata":"https://www.wikidata.org/wiki/Q931447","display_name":"Electrical load","level":3,"score":0.4584067165851593},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.44941645860671997},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4408789873123169},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.4317989945411682},{"id":"https://openalex.org/C50050547","wikidata":"https://www.wikidata.org/wiki/Q6927137","display_name":"Moving horizon estimation","level":4,"score":0.4243607521057129},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19962868094444275},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.15880635380744934},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10749194025993347},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0774497389793396}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2004.1381093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2004.1381093","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)","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":10,"referenced_works":["https://openalex.org/W1500564636","https://openalex.org/W1581808154","https://openalex.org/W1586394567","https://openalex.org/W1981276685","https://openalex.org/W1994530392","https://openalex.org/W2110410858","https://openalex.org/W2124776405","https://openalex.org/W2158442843","https://openalex.org/W3107445722","https://openalex.org/W4253226372"],"related_works":["https://openalex.org/W2011604740","https://openalex.org/W2036419988","https://openalex.org/W2885522204","https://openalex.org/W2353645748","https://openalex.org/W2099544223","https://openalex.org/W2012543870","https://openalex.org/W2133682288","https://openalex.org/W2144401864","https://openalex.org/W791889001","https://openalex.org/W4388562350"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"the":[3,16,35,41],"application":[4],"of":[5,43],"recurrent":[6],"multilayer":[7],"perceptron":[8],"neural":[9],"networks":[10],"to":[11,27],"electric":[12,36],"load":[13,37],"demand":[14],"prediction;":[15],"respective":[17],"training":[18],"is":[19,26,46],"performed":[20],"extended":[21],"Kalman":[22],"filtering.":[23],"The":[24],"goal":[25],"obtain":[28],"a":[29],"24":[30],"hours":[31],"horizon,":[32],"prediction":[33],"for":[34],"demand;":[38],"data":[39],"from":[40],"state":[42],"California,":[44],"USA,":[45],"utilized.":[47]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":5}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
