{"id":"https://openalex.org/W2980746151","doi":"https://doi.org/10.1109/etfa.2019.8869151","title":"Energy consumption models for residential buildings: a case study","display_name":"Energy consumption models for residential buildings: a case study","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2980746151","doi":"https://doi.org/10.1109/etfa.2019.8869151","mag":"2980746151"},"language":"en","primary_location":{"id":"doi:10.1109/etfa.2019.8869151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2019.8869151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","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/A5073281532","display_name":"Luca Ferrarini","orcid":"https://orcid.org/0000-0001-7598-8971"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Ferrarini","raw_affiliation_strings":["Dipatimento di Elettronica, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipatimento di Elettronica, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112482749","display_name":"Ehsan Fathi","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ehsan Fathi","raw_affiliation_strings":["Dipatimento di Elettronica, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipatimento di Elettronica, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087364454","display_name":"Samuele Disegna","orcid":null},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Samuele Disegna","raw_affiliation_strings":["Dipatimento di Elettronica, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipatimento di Elettronica, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083670898","display_name":"Soroush Rastegarpour","orcid":"https://orcid.org/0000-0001-6639-7168"},"institutions":[{"id":"https://openalex.org/I93860229","display_name":"Politecnico di Milano","ror":"https://ror.org/01nffqt88","country_code":"IT","type":"education","lineage":["https://openalex.org/I93860229"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Soroush Rastegarpour","raw_affiliation_strings":["Dipatimento di Elettronica, Politecnico di Milano, Italy"],"affiliations":[{"raw_affiliation_string":"Dipatimento di Elettronica, Politecnico di Milano, Italy","institution_ids":["https://openalex.org/I93860229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073281532"],"corresponding_institution_ids":["https://openalex.org/I93860229"],"apc_list":null,"apc_paid":null,"fwci":0.6479,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.72401042,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"673","last_page":"678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9560999870300293,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11371","display_name":"Wind and Air Flow Studies","score":0.9455000162124634,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/retrofitting","display_name":"Retrofitting","score":0.6588480472564697},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6523828506469727},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6061471700668335},{"id":"https://openalex.org/keywords/toolbox","display_name":"Toolbox","score":0.6017638444900513},{"id":"https://openalex.org/keywords/black-box","display_name":"Black box","score":0.5768108367919922},{"id":"https://openalex.org/keywords/white-box","display_name":"White box","score":0.45485711097717285},{"id":"https://openalex.org/keywords/building-energy-simulation","display_name":"Building energy simulation","score":0.4224660098552704},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.41343623399734497},{"id":"https://openalex.org/keywords/energy-performance","display_name":"Energy performance","score":0.38575491309165955},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3237418532371521},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2504776418209076},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14962080121040344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14598721265792847}],"concepts":[{"id":"https://openalex.org/C2778368411","wikidata":"https://www.wikidata.org/wiki/Q24662","display_name":"Retrofitting","level":2,"score":0.6588480472564697},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6523828506469727},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6061471700668335},{"id":"https://openalex.org/C2777655017","wikidata":"https://www.wikidata.org/wiki/Q1501161","display_name":"Toolbox","level":2,"score":0.6017638444900513},{"id":"https://openalex.org/C94966114","wikidata":"https://www.wikidata.org/wiki/Q29256","display_name":"Black box","level":2,"score":0.5768108367919922},{"id":"https://openalex.org/C180932941","wikidata":"https://www.wikidata.org/wiki/Q997233","display_name":"White box","level":2,"score":0.45485711097717285},{"id":"https://openalex.org/C2776409380","wikidata":"https://www.wikidata.org/wiki/Q18205688","display_name":"Building energy simulation","level":4,"score":0.4224660098552704},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.41343623399734497},{"id":"https://openalex.org/C2982928256","wikidata":"https://www.wikidata.org/wiki/Q6865456","display_name":"Energy performance","level":3,"score":0.38575491309165955},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3237418532371521},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2504776418209076},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14962080121040344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14598721265792847},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/etfa.2019.8869151","is_oa":false,"landing_page_url":"https://doi.org/10.1109/etfa.2019.8869151","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","raw_type":"proceedings-article"},{"id":"pmh:oai:re.public.polimi.it:11311/1120050","is_oa":false,"landing_page_url":"http://ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000260","pdf_url":null,"source":{"id":"https://openalex.org/S4306400312","display_name":"Virtual Community of Pathological Anatomy (University of Castilla La Mancha)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79189158","host_organization_name":"University of Castilla-La Mancha","host_organization_lineage":["https://openalex.org/I79189158"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W178056938","https://openalex.org/W1582555728","https://openalex.org/W1965324089","https://openalex.org/W1965345917","https://openalex.org/W1983563831","https://openalex.org/W1984998090","https://openalex.org/W1985758196","https://openalex.org/W1988434901","https://openalex.org/W1992101599","https://openalex.org/W2051607409","https://openalex.org/W2056150294","https://openalex.org/W2085497044","https://openalex.org/W2086865342","https://openalex.org/W2087262384","https://openalex.org/W2123045571","https://openalex.org/W2168730605","https://openalex.org/W2291639396","https://openalex.org/W2797692142"],"related_works":["https://openalex.org/W2047881532","https://openalex.org/W2727407240","https://openalex.org/W1984273188","https://openalex.org/W154189287","https://openalex.org/W3033197410","https://openalex.org/W2777690624","https://openalex.org/W2601181618","https://openalex.org/W1855700431","https://openalex.org/W2385964753","https://openalex.org/W3016331820"],"abstract_inverted_index":{"The":[0,99],"paper":[1,100],"addresses":[2],"the":[3,23,31,37,102,108],"problem":[4,32],"to":[5,14,21,122],"develop":[6],"a":[7,12,40,45,114,124],"reliable":[8],"energy":[9,94],"model":[10,78],"of":[11,25,39,52,107,113,131],"building,":[13],"predict":[15],"its":[16],"future":[17],"behavior":[18],"and":[19,76,89,96,105,117,129],"also":[20],"evaluate":[22],"impact":[24],"specific":[26],"retrofitting":[27],"actions.":[28],"In":[29],"particular,":[30],"is":[33],"here":[34],"addressed":[35],"with":[36,64],"help":[38],"real":[41,85,115],"test":[42],"case,":[43,116],"namely":[44],"multi-storey":[46],"residential":[47],"building":[48],"located":[49],"in":[50,111],"north":[51],"Italy.":[53],"Four":[54],"modeling":[55],"approaches":[56],"including":[57],"purely":[58,61],"data-driven":[59],"(black-box),":[60],"physics-based":[62],"(white-box":[63],"EnergyPlus)":[65,75],"starting":[66],"from":[67],"Building":[68],"Information":[69],"Modeling":[70],"files,":[71],"tuned":[72],"white-box":[73],"(tuned":[74],"hybrid":[77],"(gray-box)":[79],"have":[80],"been":[81],"developed":[82],"based":[83],"on":[84,120],"sensor":[86],"data":[87],"(indoor":[88],"outdoor":[90],"temperatures,":[91],"solar":[92],"radiation,":[93],"consumption)":[95],"construction":[97],"data.":[98,133],"discusses":[101],"main":[103],"advantages":[104],"disadvantages":[106],"various":[109],"techniques":[110],"front":[112],"provide":[118],"suggestions":[119],"how":[121],"obtain":[123],"reasonable":[125],"compromise":[126],"between":[127],"accuracy":[128],"amount":[130],"available":[132]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2025-10-10T00:00:00"}
