{"id":"https://openalex.org/W4281262012","doi":"https://doi.org/10.1016/j.enbuild.2022.112197","title":"Are years-long field studies about window operation efficient? a data-driven approach based on information theory and deep learning","display_name":"Are years-long field studies about window operation efficient? a data-driven approach based on information theory and deep learning","publication_year":2022,"publication_date":"2022-05-21","ids":{"openalex":"https://openalex.org/W4281262012","doi":"https://doi.org/10.1016/j.enbuild.2022.112197"},"language":"en","primary_location":{"id":"doi:10.1016/j.enbuild.2022.112197","doi":"https://doi.org/10.1016/j.enbuild.2022.112197","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enbuild.2022.112197","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","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/2158/1286640","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028251283","display_name":"Mateus Bavaresco","orcid":"https://orcid.org/0000-0001-6533-2039","observed_orcids":["https://orcid.org/0000-0001-6533-2039"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Mateus Bavaresco","raw_affiliation_strings":["Laboratory of Energy Efficiency in Buildings, Department of Civil Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-6533-2039","affiliations":[{"raw_affiliation_string":"Laboratory of Energy Efficiency in Buildings, Department of Civil Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013111055","display_name":"Ioannis Kousis","orcid":"https://orcid.org/0000-0002-4433-1878","observed_orcids":["https://orcid.org/0000-0002-4433-1878"]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ioannis Kousis","raw_affiliation_strings":["CIRIAF - Interuniversity Research Centre on Pollution and Environment \u201cMauro Felli\u201d, University of Perugia, Perugia, Italy","CIRIAF - Interuniversity Research Centre on Pollution and Environment \"Mauro Felli\", University of Perugia, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRIAF - Interuniversity Research Centre on Pollution and Environment \u201cMauro Felli\u201d, University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"CIRIAF - Interuniversity Research Centre on Pollution and Environment \"Mauro Felli\", University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057093985","display_name":"Ilaria Pigliautile","orcid":"https://orcid.org/0000-0003-3128-4627","observed_orcids":["https://orcid.org/0000-0003-3128-4627"]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Ilaria Pigliautile","raw_affiliation_strings":["CIRIAF - Interuniversity Research Centre on Pollution and Environment \u201cMauro Felli\u201d, University of Perugia, Perugia, Italy","Department of Engineering, University of Perugia, Perugia, Italy","CIRIAF - Interuniversity Research Centre on Pollution and Environment \"Mauro Felli\", University of Perugia, Perugia, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3128-4627","affiliations":[{"raw_affiliation_string":"CIRIAF - Interuniversity Research Centre on Pollution and Environment \u201cMauro Felli\u201d, University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"Department of Engineering, University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"CIRIAF - Interuniversity Research Centre on Pollution and Environment \"Mauro Felli\", University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038114517","display_name":"Anna Laura Pisello","orcid":"https://orcid.org/0000-0002-4527-6444","observed_orcids":["https://orcid.org/0000-0002-4527-6444"]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Laura Pisello","raw_affiliation_strings":["CIRIAF - Interuniversity Research Centre on Pollution and Environment \"Mauro Felli\", University of Perugia, Perugia, Italy","Department of Engineering, University of Perugia, Perugia, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CIRIAF - Interuniversity Research Centre on Pollution and Environment \"Mauro Felli\", University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]},{"raw_affiliation_string":"Department of Engineering, University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050106530","display_name":"Cristina Piselli","orcid":"https://orcid.org/0000-0003-1856-3103","observed_orcids":["https://orcid.org/0000-0003-1856-3103"]},"institutions":[{"id":"https://openalex.org/I27483092","display_name":"University of Perugia","ror":"https://ror.org/00x27da85","country_code":"IT","type":"education","lineage":["https://openalex.org/I27483092"]},{"id":"https://openalex.org/I45084792","display_name":"University of Florence","ror":"https://ror.org/04jr1s763","country_code":"IT","type":"education","lineage":["https://openalex.org/I45084792"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristina Piselli","raw_affiliation_strings":["Department of Architecture (DIDA), University of Florence, Florence, Italy","Department of Engineering, University of Perugia, Perugia, Italy"],"raw_orcid":"https://orcid.org/0000-0003-1856-3103","affiliations":[{"raw_affiliation_string":"Department of Architecture (DIDA), University of Florence, Florence, Italy","institution_ids":["https://openalex.org/I45084792"]},{"raw_affiliation_string":"Department of Engineering, University of Perugia, Perugia, Italy","institution_ids":["https://openalex.org/I27483092"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024106107","display_name":"Enedir Ghisi","orcid":"https://orcid.org/0000-0001-5918-6397","observed_orcids":["https://orcid.org/0000-0001-5918-6397"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Enedir Ghisi","raw_affiliation_strings":["Laboratory of Energy Efficiency in Buildings, Department of Civil Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5918-6397","affiliations":[{"raw_affiliation_string":"Laboratory of Energy Efficiency in Buildings, Department of Civil Engineering, Federal University of Santa Catarina, Florian\u00f3polis, Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028251283"],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":{"value":3780,"currency":"USD","value_usd":3780},"apc_paid":null,"fwci":0.4304,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58414015,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"268","issue":null,"first_page":"112197","last_page":"112197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9994999766349792,"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":0.9994999766349792,"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/T13263","display_name":"Building energy efficiency and sustainability","score":0.0,"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/T10603","display_name":"Smart Grid Energy Management","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/window-operation","display_name":"window operation","score":0.9449999928474426},{"id":"https://openalex.org/keywords/information-theory","display_name":"information theory","score":0.531000018119812},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"uncertainty quantification","score":0.6990000009536743},{"id":"https://openalex.org/keywords/deep-neural-network","display_name":"deep neural network","score":0.7139999866485596},{"id":"https://openalex.org/keywords/seasonal-variation","display_name":"seasonal variation","score":0.796999990940094},{"id":"https://openalex.org/keywords/living-labs","display_name":"living labs","score":0.8399999737739563},{"id":"https://openalex.org/keywords/energy-performance-of-buildings","display_name":"building energy performance","score":0.6420000195503235}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7471420168876648},{"id":"https://openalex.org/C2778751112","wikidata":"https://www.wikidata.org/wiki/Q835016","display_name":"Window (computing)","level":2,"score":0.6014344692230225},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5716425776481628},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5692393779754639},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.5404035449028015},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5296765565872192},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3874635100364685},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34501779079437256},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33426934480667114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18743258714675903},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10838708281517029},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1016/j.enbuild.2022.112197","doi":"https://doi.org/10.1016/j.enbuild.2022.112197","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.enbuild.2022.112197","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"},{"id":"pmh:oai:flore.unifi.it:2158/1286640","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2158/1286640","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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/article"},{"id":"pmh:oai:iris.uniecampus.it:11389/60838","doi":null,"is_oa":true,"landing_page_url":"https://www.sciencedirect.com/science/article/pii/S0378778822003681","pdf_url":null,"source":{"id":"https://openalex.org/S4306400077","display_name":"IRIS eCampus Telematic University (Universit\u00e0 degli Studi eCampus)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I167322064","host_organization_name":"Universit\u00e0 degli Studi eCampus","host_organization_lineage":["https://openalex.org/I167322064"],"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/article"}],"best_oa_location":{"id":"pmh:oai:flore.unifi.it:2158/1286640","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2158/1286640","pdf_url":null,"source":{"id":"https://openalex.org/S4306402033","display_name":"Florence Research (University of Florence)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I45084792","host_organization_name":"University of Florence","host_organization_lineage":["https://openalex.org/I45084792"],"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/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5351999998092651}],"sustainable_development_goals_aurora":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8399999737739563}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1144579682","https://openalex.org/W1520741413","https://openalex.org/W1971466930","https://openalex.org/W1984878658","https://openalex.org/W1995446089","https://openalex.org/W2010062221","https://openalex.org/W2030675362","https://openalex.org/W2031628494","https://openalex.org/W2033297504","https://openalex.org/W2036041695","https://openalex.org/W2057405764","https://openalex.org/W2057577785","https://openalex.org/W2064668630","https://openalex.org/W2074787411","https://openalex.org/W2076063813","https://openalex.org/W2089495544","https://openalex.org/W2091128604","https://openalex.org/W2124454256","https://openalex.org/W2139106762","https://openalex.org/W2153807104","https://openalex.org/W2157550610","https://openalex.org/W2158698691","https://openalex.org/W2176490941","https://openalex.org/W2199439491","https://openalex.org/W2221739275","https://openalex.org/W2266236452","https://openalex.org/W2313901565","https://openalex.org/W2395025867","https://openalex.org/W2411405170","https://openalex.org/W2478708596","https://openalex.org/W2487200295","https://openalex.org/W2524896297","https://openalex.org/W2560594913","https://openalex.org/W2591580333","https://openalex.org/W2595937625","https://openalex.org/W2734545837","https://openalex.org/W2741280287","https://openalex.org/W2746142811","https://openalex.org/W2759231677","https://openalex.org/W2763258879","https://openalex.org/W2765879503","https://openalex.org/W2774931648","https://openalex.org/W2782781832","https://openalex.org/W2793348512","https://openalex.org/W2793717756","https://openalex.org/W2799989333","https://openalex.org/W2800588439","https://openalex.org/W2811245964","https://openalex.org/W2834945315","https://openalex.org/W2889238632","https://openalex.org/W2898885386","https://openalex.org/W2902308705","https://openalex.org/W2904293161","https://openalex.org/W2906593970","https://openalex.org/W2914234646","https://openalex.org/W2926711508","https://openalex.org/W2967496926","https://openalex.org/W2968890568","https://openalex.org/W2990617548","https://openalex.org/W3000684297","https://openalex.org/W3003447185","https://openalex.org/W3008919590","https://openalex.org/W3019795578","https://openalex.org/W3025055317","https://openalex.org/W3036341522","https://openalex.org/W3088977777","https://openalex.org/W3090241690","https://openalex.org/W3092342944","https://openalex.org/W3105841443","https://openalex.org/W3116400650","https://openalex.org/W3123506919","https://openalex.org/W3131854460","https://openalex.org/W3143978330","https://openalex.org/W3156394643","https://openalex.org/W3157960838","https://openalex.org/W3175098707","https://openalex.org/W3181973031","https://openalex.org/W3184048360","https://openalex.org/W6792208491","https://openalex.org/W7009953415"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W2745001401","https://openalex.org/W4321353415","https://openalex.org/W2130974462","https://openalex.org/W972276598","https://openalex.org/W4246352526","https://openalex.org/W2028665553","https://openalex.org/W4230315250","https://openalex.org/W2086519370","https://openalex.org/W2087343574"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2022-05-23T00:00:00"}