{"id":"https://openalex.org/W2901121223","doi":"https://doi.org/10.3390/s18113947","title":"A Hybrid Approach to Short-Term Load Forecasting Aimed at Bad Data Detection in Secondary Substation Monitoring Equipment","display_name":"A Hybrid Approach to Short-Term Load Forecasting Aimed at Bad Data Detection in Secondary Substation Monitoring Equipment","publication_year":2018,"publication_date":"2018-11-14","ids":{"openalex":"https://openalex.org/W2901121223","doi":"https://doi.org/10.3390/s18113947","mag":"2901121223","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441877"},"language":"en","primary_location":{"id":"doi:10.3390/s18113947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113947","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3947/pdf?version=1542363354","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/18/11/3947/pdf?version=1542363354","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062587234","display_name":"Pedro Mart\u0131\u0301n","orcid":"https://orcid.org/0000-0003-3204-4510"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pedro Mart\u00edn","raw_affiliation_strings":["Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060353513","display_name":"Guillermo Moreno","orcid":"https://orcid.org/0000-0001-5318-6003"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Guillermo Moreno","raw_affiliation_strings":["Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100447842","display_name":"Francisco J. Rodr\u00edguez","orcid":"https://orcid.org/0000-0001-8508-1898"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco Javier Rodr\u00edguez","raw_affiliation_strings":["Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-8508-1898","affiliations":[{"raw_affiliation_string":"Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056433609","display_name":"Jos\u00e9 A. Jim\u00e9nez","orcid":"https://orcid.org/0000-0003-1573-0033"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Antonio Jim\u00e9nez","raw_affiliation_strings":["Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051086922","display_name":"Ignacio Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-8355-580X"},"institutions":[{"id":"https://openalex.org/I189268942","display_name":"Universidad de Alcal\u00e1","ror":"https://ror.org/04pmn0e78","country_code":"ES","type":"education","lineage":["https://openalex.org/I189268942"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ignacio Fern\u00e1ndez","raw_affiliation_strings":["Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics, University of Alcal\u00e1, Alcal\u00e1 de Henares, 28805 Madrid, Spain","institution_ids":["https://openalex.org/I189268942"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100447842"],"corresponding_institution_ids":["https://openalex.org/I189268942"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.7854,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74863275,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"18","issue":"11","first_page":"3947","last_page":"3947"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9998000264167786,"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":0.9998000264167786,"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/T10573","display_name":"Power Quality and Harmonics","score":0.9886000156402588,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.8077937364578247},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6483417749404907},{"id":"https://openalex.org/keywords/offset","display_name":"Offset (computer science)","score":0.5792748928070068},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5672948360443115},{"id":"https://openalex.org/keywords/state-estimator","display_name":"State estimator","score":0.5600181221961975},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.5581731796264648},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5203561186790466},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5139124393463135},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.47547903656959534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45533767342567444},{"id":"https://openalex.org/keywords/electric-power-system","display_name":"Electric power system","score":0.44113782048225403},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36619678139686584},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36029052734375},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3554370403289795},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3515447676181793},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.33635276556015015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.228956401348114},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1644713282585144}],"concepts":[{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.8077937364578247},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6483417749404907},{"id":"https://openalex.org/C175291020","wikidata":"https://www.wikidata.org/wiki/Q1156822","display_name":"Offset (computer science)","level":2,"score":0.5792748928070068},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5672948360443115},{"id":"https://openalex.org/C2984536560","wikidata":"https://www.wikidata.org/wiki/Q818544","display_name":"State estimator","level":3,"score":0.5600181221961975},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.5581731796264648},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5203561186790466},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5139124393463135},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.47547903656959534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45533767342567444},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.44113782048225403},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36619678139686584},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36029052734375},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3554370403289795},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3515447676181793},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.33635276556015015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.228956401348114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1644713282585144},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.3390/s18113947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113947","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3947/pdf?version=1542363354","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:30441877","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441877","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:ebuah.uah.es:10017/59496","is_oa":true,"landing_page_url":"http://hdl.handle.net/10017/59496","pdf_url":"https://ebuah.uah.es/dspace/bitstream/10017/59496/3/Hybrid_Martin_Sensors_2018.pdf","source":{"id":"https://openalex.org/S7407055200","display_name":"e_Buah","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:3280a4ee7df04777b57fa39b01950fac","is_oa":true,"landing_page_url":"https://doaj.org/article/3280a4ee7df04777b57fa39b01950fac","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 18, Iss 11, p 3947 (2018)","raw_type":"article"},{"id":"pmh:oai:dsp.tecnalia.com:11556/8988","is_oa":true,"landing_page_url":"https://hdl.handle.net/11556/8988","pdf_url":null,"source":{"id":"https://openalex.org/S4306402037","display_name":"TECNALIA Publications (Fundaci\u00f3n TECNALIA Research & Innovation)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210113430","host_organization_name":"Tecnalia","host_organization_lineage":["https://openalex.org/I4210113430"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"},{"id":"pmh:oai:europepmc.org:5257930","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC6263994","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/18/11/3947/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s18113947","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:6263994","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6263994","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s18113947","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s18113947","pdf_url":"https://www.mdpi.com/1424-8220/18/11/3947/pdf?version=1542363354","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.699999988079071,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3216000229","display_name":null,"funder_award_id":"S2013","funder_id":"https://openalex.org/F4320313831","funder_display_name":"Comunidad de Madrid"},{"id":"https://openalex.org/G8391783941","display_name":null,"funder_award_id":"S2013-ICE-2933","funder_id":"https://openalex.org/F4320313831","funder_display_name":"Comunidad de Madrid"}],"funders":[{"id":"https://openalex.org/F4320313831","display_name":"Comunidad de Madrid","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2901121223.pdf","grobid_xml":"https://content.openalex.org/works/W2901121223.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1964337655","https://openalex.org/W1967643758","https://openalex.org/W1977851207","https://openalex.org/W1981955701","https://openalex.org/W1998203213","https://openalex.org/W2020876750","https://openalex.org/W2038651258","https://openalex.org/W2065379405","https://openalex.org/W2080690725","https://openalex.org/W2083778555","https://openalex.org/W2086094659","https://openalex.org/W2102561914","https://openalex.org/W2140900554","https://openalex.org/W2141789512","https://openalex.org/W2142877134","https://openalex.org/W2144717556","https://openalex.org/W2234105495","https://openalex.org/W2342408507","https://openalex.org/W2522147713","https://openalex.org/W2537567852","https://openalex.org/W2743018164","https://openalex.org/W2800571504","https://openalex.org/W2801549487","https://openalex.org/W4252684946","https://openalex.org/W6639213037","https://openalex.org/W6681359079"],"related_works":["https://openalex.org/W4318676890","https://openalex.org/W4385195237","https://openalex.org/W2039947585","https://openalex.org/W3178576217","https://openalex.org/W4285102093","https://openalex.org/W4210644201","https://openalex.org/W3111532652","https://openalex.org/W2510451507","https://openalex.org/W4283367183","https://openalex.org/W4381189085"],"abstract_inverted_index":{"Bad":[0],"data":[1,77,106],"as":[2,136],"a":[3,41,148],"result":[4],"of":[5,94,151],"measurement":[6],"errors":[7],"in":[8,54],"secondary":[9],"substation":[10],"(SS)":[11],"monitoring":[12],"equipment":[13],"is":[14,61,66,80,88,100],"difficult":[15],"to":[16,82,90,126,163],"detect":[17],"and":[18,32,71,98,138,142,153],"negatively":[19],"affects":[20],"power":[21,104],"system":[22],"state":[23,35,84,168],"estimation":[24,36,169],"performance":[25],"by":[26,108],"both":[27],"increasing":[28],"the":[29,34,83,92,95,113,154,164],"computational":[30],"burden":[31],"jeopardizing":[33],"accuracy.":[37],"In":[38],"this":[39],"paper":[40],"short-term":[42],"load":[43,96,105],"forecasting":[44],"(STLF)":[45],"hybrid":[46],"strategy":[47],"based":[48],"on":[49,112],"singular":[50],"spectrum":[51],"analysis":[52],"(SSA)":[53],"combination":[55],"with":[56,147],"artificial":[57],"neural":[58],"networks":[59],"(ANN),":[60],"presented.":[62],"This":[63,86],"STLF":[64],"approach":[65,87],"aimed":[67],"at":[68],"detecting,":[69],"identifying":[70],"eliminating":[72],"and/or":[73],"correcting":[74],"such":[75,135],"bad":[76],"before":[78,159],"it":[79,99],"provided":[81,107],"estimator.":[85],"developed":[89],"improve":[91],"accuracy":[93],"forecasts":[97],"tested":[101],"against":[102],"real":[103],"electricity":[109],"suppliers.":[110],"Depending":[111],"week":[114],"considered,":[115],"mean":[116],"absolute":[117],"percentage":[118],"error":[119,140],"(MAPE)":[120],"values":[121],"which":[122],"range":[123],"from":[124],"1.6%":[125],"3.4%":[127],"are":[128,144,157,161],"achieved":[129],"for":[130,167],"STLF.":[131],"Different":[132],"systematic":[133],"errors,":[134],"gain":[137],"offset":[139],"levels":[141],"outliers,":[143],"successfully":[145],"detected":[146],"hit":[149],"rate":[150],"98%,":[152],"corresponding":[155],"measurements":[156],"corrected":[158],"they":[160],"sent":[162],"control":[165],"center":[166],"purposes.":[170]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}