{"id":"https://openalex.org/W1968186972","doi":"https://doi.org/10.1016/j.enbuild.2014.06.017","title":"Development of an energy prediction tool for commercial buildings using case-based reasoning","display_name":"Development of an energy prediction tool for commercial buildings using case-based reasoning","publication_year":2014,"publication_date":"2014-06-17","ids":{"openalex":"https://openalex.org/W1968186972","doi":"https://doi.org/10.1016/j.enbuild.2014.06.017","mag":"1968186972"},"language":"en","primary_location":{"id":"doi:10.1016/j.enbuild.2014.06.017","doi":"https://doi.org/10.1016/j.enbuild.2014.06.017","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enbuild.2014.06.017","pdf_url":null,"source":{"id":"https://openalex.org/S6846437","display_name":"Energy and Buildings","issn_l":"0378-7788","issn":["0378-7788","1872-6178"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy and Buildings","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5041700976","display_name":"Danielle Monfet","orcid":"https://orcid.org/0000-0003-4122-0483","observed_orcids":["https://orcid.org/0000-0003-4122-0483"]},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Danielle Monfet","raw_affiliation_strings":["Department of Construction Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 rue Notre-Dame Ouest H3C 1K3, Montr\u00e9al, Quebec, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Construction Engineering, \u00c9cole de technologie sup\u00e9rieure, 1100 rue Notre-Dame Ouest H3C 1K3, Montr\u00e9al, Quebec, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011042687","display_name":"Maria Corsi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Maria Corsi","raw_affiliation_strings":["CanmetENERGY, Natural Resources Canada, Varennes, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CanmetENERGY, Natural Resources Canada, Varennes, Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076112682","display_name":"Daniel Choini\u00e8re","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Daniel Choini\u00e8re","raw_affiliation_strings":["CanmetENERGY, Natural Resources Canada, Varennes, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CanmetENERGY, Natural Resources Canada, Varennes, Canada","institution_ids":["https://openalex.org/I1281735042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110537269","display_name":"Elena Arkhipova","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1281735042","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730","country_code":"CA","type":"government","lineage":["https://openalex.org/I1281735042","https://openalex.org/I2802286613"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Elena Arkhipova","raw_affiliation_strings":["CanmetENERGY, Natural Resources Canada, Varennes, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CanmetENERGY, Natural Resources Canada, Varennes, Canada","institution_ids":["https://openalex.org/I1281735042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5041700976"],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":{"value":4260,"currency":"USD","value_usd":4260},"apc_paid":null,"fwci":9.9462,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.97286432,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"81","issue":null,"first_page":"152","last_page":"160"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.00019999999494757503,"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":9.999999747378752e-05,"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/building-energy-consumption-prediction","display_name":"building energy consumption prediction","score":0.8569999933242798},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"case-based reasoning","score":0.9070000052452087},{"id":"https://openalex.org/keywords/commercial-buildings","display_name":"commercial buildings","score":0.996999979019165},{"id":"https://openalex.org/keywords/office-buildings","display_name":"office buildings","score":0.9259999990463257},{"id":"https://openalex.org/keywords/weather-forecasting","display_name":"weather forecasting","score":0.7799999713897705},{"id":"https://openalex.org/keywords/energy-performance-of-buildings","display_name":"building energy performance","score":0.6259999871253967}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.8778272867202759},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5504768490791321},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.5436950325965881},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.4738978445529938},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4372522532939911},{"id":"https://openalex.org/C2776409380","wikidata":"https://www.wikidata.org/wiki/Q18205688","display_name":"Building energy simulation","level":4,"score":0.4160105586051941},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.41373205184936523},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3920706510543823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2864937484264374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25040870904922485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2028854787349701},{"id":"https://openalex.org/C2982928256","wikidata":"https://www.wikidata.org/wiki/Q6865456","display_name":"Energy performance","level":3,"score":0.19959595799446106},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.16462582349777222},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.enbuild.2014.06.017","doi":"https://doi.org/10.1016/j.enbuild.2014.06.017","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enbuild.2014.06.017","pdf_url":null,"source":{"id":"https://openalex.org/S6846437","display_name":"Energy and Buildings","issn_l":"0378-7788","issn":["0378-7788","1872-6178"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-b","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Energy and Buildings","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5690000057220459}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334620","display_name":"Natural Resources Canada","ror":"https://ror.org/05hepy730"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W201733885","https://openalex.org/W1967379861","https://openalex.org/W1972453079","https://openalex.org/W1977773311","https://openalex.org/W2008762496","https://openalex.org/W2011316522","https://openalex.org/W2011409696","https://openalex.org/W2023257272","https://openalex.org/W2024672884","https://openalex.org/W2030043097","https://openalex.org/W2043543477","https://openalex.org/W2044573463","https://openalex.org/W2051607409","https://openalex.org/W2060774500","https://openalex.org/W2100726628","https://openalex.org/W2111528621","https://openalex.org/W2114534220","https://openalex.org/W2120505807","https://openalex.org/W2126385963","https://openalex.org/W2186423189","https://openalex.org/W2262034462","https://openalex.org/W2285224240","https://openalex.org/W2467777400","https://openalex.org/W2533387719","https://openalex.org/W2620943991","https://openalex.org/W4234739237","https://openalex.org/W4285719527","https://openalex.org/W6720172980","https://openalex.org/W6828705393"],"related_works":["https://openalex.org/W2271222151","https://openalex.org/W2527543035","https://openalex.org/W4408865385","https://openalex.org/W2295911525","https://openalex.org/W2077386536","https://openalex.org/W2017723190","https://openalex.org/W2101651041","https://openalex.org/W4388850379","https://openalex.org/W4405720990","https://openalex.org/W3133246375"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}