{"id":"https://openalex.org/W3217566293","doi":"https://doi.org/10.1145/3486611.3491128","title":"Towards improved thermal comfort predictions for building controls","display_name":"Towards improved thermal comfort predictions for building controls","publication_year":2021,"publication_date":"2021-11-17","ids":{"openalex":"https://openalex.org/W3217566293","doi":"https://doi.org/10.1145/3486611.3491128","mag":"3217566293"},"language":"en","primary_location":{"id":"doi:10.1145/3486611.3491128","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486611.3491128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","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/A5020480222","display_name":"Sarah Crosby","orcid":"https://orcid.org/0000-0003-0318-8099"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sarah Crosby","raw_affiliation_strings":["University of British Columbia, Vancouver, BC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090793135","display_name":"Adam Rysanek","orcid":"https://orcid.org/0000-0002-5318-1437"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adam Rysanek","raw_affiliation_strings":["University of British Columbia, Vancouver, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of British Columbia, Vancouver, Canada","institution_ids":["https://openalex.org/I141945490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1215,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48892105,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"286","last_page":"289"},"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/T11371","display_name":"Wind and Air Flow Studies","score":0.9853000044822693,"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"}},{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/3616","display_name":"Speech and Hearing"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.9251950979232788},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.5815021991729736},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5591090321540833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5501639246940613},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.5305091738700867},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.5082983374595642},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.46868494153022766},{"id":"https://openalex.org/keywords/indoor-air-quality","display_name":"Indoor air quality","score":0.45748773217201233},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4105125665664673},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.36201322078704834},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.35904914140701294},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.195465087890625},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.16499322652816772},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.14698654413223267},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08501768112182617},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.07889202237129211}],"concepts":[{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.9251950979232788},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.5815021991729736},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5591090321540833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5501639246940613},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.5305091738700867},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.5082983374595642},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.46868494153022766},{"id":"https://openalex.org/C65469","wikidata":"https://www.wikidata.org/wiki/Q905504","display_name":"Indoor air quality","level":2,"score":0.45748773217201233},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4105125665664673},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.36201322078704834},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.35904914140701294},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.195465087890625},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.16499322652816772},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.14698654413223267},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08501768112182617},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.07889202237129211},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3486611.3491128","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3486611.3491128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1982749102","https://openalex.org/W1994470793","https://openalex.org/W1997137296","https://openalex.org/W2039693932","https://openalex.org/W2053009031","https://openalex.org/W2083725457","https://openalex.org/W2098365715","https://openalex.org/W2150081409","https://openalex.org/W2163493657","https://openalex.org/W2599675804","https://openalex.org/W2780629447","https://openalex.org/W2783850388","https://openalex.org/W3012319626","https://openalex.org/W3107957491"],"related_works":["https://openalex.org/W3024053770","https://openalex.org/W2022290169","https://openalex.org/W4245592139","https://openalex.org/W2606308228","https://openalex.org/W3122026924","https://openalex.org/W3003782515","https://openalex.org/W4389888445","https://openalex.org/W2794263888","https://openalex.org/W4234263602","https://openalex.org/W4307486432"],"abstract_inverted_index":{"This":[0,29,57],"paper":[1,58],"updates":[2,32],"the":[3,50,70,156,163],"findings":[4,34],"of":[5,16,25,40,46,52,85,159,170],"a":[6,63,92],"prior":[7],"work":[8,30],"that":[9,14,74,113],"found":[10],"evidence":[11,112],"to":[12,140,190],"suggest":[13],"predictions":[15,167],"thermal":[17,76,80,100,124,142,149,160,171],"comfort":[18,101,143],"can":[19,133],"be":[20,134],"improved":[21],"by":[22,35],"adding":[23,36],"measurements":[24,42,84],"indoor":[26,103,115,182],"CO2":[27,86,104,116],"concentrations.":[28],"first":[31],"these":[33],"150":[37],"new":[38],"samples":[39],"IEQ":[41,81],"collected":[43],"from":[44],"occupants":[45],"office":[47,145],"spaces":[48,146],"at":[49],"University":[51],"British":[53],"Columbia":[54],"in":[55,144,176],"2019.":[56],"then":[59],"formulates":[60],"and":[61,83,94,102,107,151,168,173,185],"proposes":[62],"novel":[64],"Hierarchical":[65],"Bayesian":[66],"model,":[67],"trained":[68],"on":[69,79,148],"expanded":[71],"field":[72],"dataset,":[73],"predicts":[75],"satisfaction":[77,125],"based":[78,147],"metrics":[82],"levels.":[87,105],"Posterior":[88],"predictive":[89],"results":[90],"revealed":[91,110],"robust":[93],"statistically":[95],"significant":[96],"correlation":[97],"between":[98,166],"perceived":[99],"Cross-validation":[106],"posterior":[108],"checks":[109],"stronger":[111],"including":[114],"concentrations":[117],"as":[118],"an":[119,187],"independent":[120],"variable":[121],"when":[122],"predicting":[123],"improves":[126,155],"its":[127],"prediction":[128,157],"accuracy.":[129],"The":[130],"proposed":[131],"model":[132],"integrated":[135],"into":[136],"building":[137,191],"control":[138],"systems":[139],"predict":[141],"conditions":[150],"ventilation":[152],"rates,":[153],"which":[154],"accuracy":[158],"comfort,":[161,172],"mitigate":[162],"performance":[164],"gap":[165],"observations":[169],"may":[174],"result":[175],"energy":[177],"savings":[178],"while":[179],"not":[180],"sacrificing":[181],"air":[183],"quality":[184],"well-being,":[186],"important":[188],"challenge":[189],"controls.":[192]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}