{"id":"https://openalex.org/W2022671291","doi":"https://doi.org/10.1109/etfa.2011.6059103","title":"Efficient building load forecasting","display_name":"Efficient building load forecasting","publication_year":2011,"publication_date":"2011-09-01","ids":{"openalex":"https://openalex.org/W2022671291","doi":"https://doi.org/10.1109/etfa.2011.6059103","mag":"2022671291"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2011.6059103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2011.6059103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ETFA2011","raw_type":"proceedings-article"},"type":"article","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/A5108096197","display_name":"Iv\u00e1n Fern\u00e1ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ivan Fernandez","raw_affiliation_strings":["University of Deusto, Bilbao, Spain","University of Deusto, Bilbao, Basque Country"],"affiliations":[{"raw_affiliation_string":"University of Deusto, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"University of Deusto, Bilbao, Basque Country","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035346010","display_name":"Cruz E. Borges","orcid":"https://orcid.org/0000-0002-4956-809X"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Cruz E. Borges","raw_affiliation_strings":["University of Deusto, Bilbao, Spain","University of Deusto, Bilbao, Basque Country"],"affiliations":[{"raw_affiliation_string":"University of Deusto, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"University of Deusto, Bilbao, Basque Country","institution_ids":["https://openalex.org/I136040515"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014118842","display_name":"Yoseba K. Penya","orcid":null},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Yoseba K. Penya","raw_affiliation_strings":["University of Deusto, Bilbao, Spain","University of Deusto, Bilbao, Basque Country"],"affiliations":[{"raw_affiliation_string":"University of Deusto, Bilbao, Spain","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"University of Deusto, Bilbao, Basque Country","institution_ids":["https://openalex.org/I136040515"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5108096197"],"corresponding_institution_ids":["https://openalex.org/I136040515"],"apc_list":null,"apc_paid":null,"fwci":4.8627,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95279225,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T10603","display_name":"Smart Grid Energy Management","score":0.9969000220298767,"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/T11276","display_name":"Solar Radiation and Photovoltaics","score":0.996399998664856,"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/computer-science","display_name":"Computer science","score":0.7561824321746826},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7179670333862305},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.6653281450271606},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.6566868424415588},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.47292381525039673},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4714316427707672},{"id":"https://openalex.org/keywords/grid","display_name":"Grid","score":0.46245408058166504},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4197050929069519},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.41843488812446594},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.4131011664867401},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4046110510826111},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3896980285644531},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15048006176948547}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7561824321746826},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7179670333862305},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.6653281450271606},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.6566868424415588},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.47292381525039673},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4714316427707672},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.46245408058166504},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4197050929069519},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.41843488812446594},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.4131011664867401},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4046110510826111},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3896980285644531},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15048006176948547},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa.2011.6059103","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2011.6059103","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ETFA2011","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.301.8069","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.301.8069","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://paginaspersonales.deusto.es/cruz.borges/Papers/11ETFA.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1833869","https://openalex.org/W113919739","https://openalex.org/W153870454","https://openalex.org/W1522051384","https://openalex.org/W1541843935","https://openalex.org/W1558216457","https://openalex.org/W1975354406","https://openalex.org/W1975649256","https://openalex.org/W1984998090","https://openalex.org/W1988434901","https://openalex.org/W1991542020","https://openalex.org/W1994026205","https://openalex.org/W2000548672","https://openalex.org/W2001165499","https://openalex.org/W2002957651","https://openalex.org/W2003515557","https://openalex.org/W2010448349","https://openalex.org/W2011745599","https://openalex.org/W2014541377","https://openalex.org/W2020416411","https://openalex.org/W2037575202","https://openalex.org/W2049751389","https://openalex.org/W2059728786","https://openalex.org/W2060587539","https://openalex.org/W2060812677","https://openalex.org/W2065350746","https://openalex.org/W2072624981","https://openalex.org/W2073002835","https://openalex.org/W2093462031","https://openalex.org/W2101806981","https://openalex.org/W2102274337","https://openalex.org/W2104571697","https://openalex.org/W2109943925","https://openalex.org/W2113771848","https://openalex.org/W2114534220","https://openalex.org/W2114965419","https://openalex.org/W2118147089","https://openalex.org/W2119143117","https://openalex.org/W2121844625","https://openalex.org/W2127192673","https://openalex.org/W2132165476","https://openalex.org/W2137775720","https://openalex.org/W2139073438","https://openalex.org/W2144724566","https://openalex.org/W2149622592","https://openalex.org/W2149723631","https://openalex.org/W2156026941","https://openalex.org/W2158442843","https://openalex.org/W2159118434","https://openalex.org/W2164839774","https://openalex.org/W2166270823","https://openalex.org/W2167999005","https://openalex.org/W2168138569","https://openalex.org/W2175429883","https://openalex.org/W3123622325","https://openalex.org/W4233091538","https://openalex.org/W4246340453","https://openalex.org/W4252617411","https://openalex.org/W4285719527","https://openalex.org/W6600071223","https://openalex.org/W6680115866","https://openalex.org/W6682459139","https://openalex.org/W6684397879"],"related_works":["https://openalex.org/W4312869071","https://openalex.org/W2028978355","https://openalex.org/W25930971","https://openalex.org/W1990698919","https://openalex.org/W2439518333","https://openalex.org/W3018909029","https://openalex.org/W3205631650","https://openalex.org/W2077996342","https://openalex.org/W2561882072","https://openalex.org/W2246071452"],"abstract_inverted_index":{"The":[0],"arrival":[1],"of":[2,11,20,23,35,54,72],"the":[3,18,52,105,116],"smart":[4,27],"grid":[5],"paradigm":[6],"has":[7],"brought":[8],"a":[9,65,70,83],"number":[10,71],"novel":[12],"initiatives":[13],"that":[14,68,94],"aim":[15],"at":[16],"increasing":[17],"level":[19],"energy":[21],"efficiency":[22],"buildings":[24,46],"such":[25],"as":[26],"metering":[28],"or":[29,59],"demand":[30,37],"side":[31],"management.":[32],"Still,":[33],"all":[34,104],"them":[36],"an":[38],"accurate":[39],"load":[40,43],"estimation.":[41],"Short-term":[42],"forecasting":[44],"in":[45],"presents":[47],"additional":[48],"requirements,":[49],"among":[50],"others":[51],"need":[53],"prediction":[55],"models":[56],"with":[57,109],"simple":[58],"non-existing":[60],"parametrisation":[61],"processes.":[62],"We":[63],"extend":[64],"previous":[66],"work":[67],"evaluated":[69],"algorithms":[73,106],"to":[74,113],"this":[75],"end.":[76],"Herewith":[77],"we":[78,101],"present":[79],"several":[80],"improvements":[81],"including":[82],"variable":[84],"data":[85,91],"learning":[86,90],"window":[87],"and":[88,107],"diverse":[89],"weighting":[92],"combinations":[93],"further":[95],"up":[96],"improve":[97],"our":[98],"results.":[99],"Finally,":[100],"have":[102],"tested":[103],"modalities":[108],"four":[110],"different":[111],"datasets":[112],"show":[114],"how":[115],"results":[117],"hold":[118],"up.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}