{"id":"https://openalex.org/W4388320601","doi":"https://doi.org/10.1145/3600100.3626280","title":"Thermal discomfort prediction with sparse residential thermostat dataset","display_name":"Thermal discomfort prediction with sparse residential thermostat dataset","publication_year":2023,"publication_date":"2023-11-03","ids":{"openalex":"https://openalex.org/W4388320601","doi":"https://doi.org/10.1145/3600100.3626280"},"language":"en","primary_location":{"id":"doi:10.1145/3600100.3626280","doi":"https://doi.org/10.1145/3600100.3626280","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3600100.3626280","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3600100.3626280","source":{"id":"https://openalex.org/S7407086927","display_name":"ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4388320601"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3600100.3626280","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074055199","display_name":"Hannah C. Fontenot","orcid":"https://orcid.org/0000-0002-0098-9803","observed_orcids":["https://orcid.org/0000-0002-0098-9803"]},"institutions":[{"id":"https://openalex.org/I4210148007","display_name":"Fraunhofer USA Center for Manufacturing Innovation","ror":"https://ror.org/05nq3xc14","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210148007","https://openalex.org/I4210161623","https://openalex.org/I4923324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hannah Fontenot","raw_affiliation_strings":["Fraunhofer USA Center for Manufacturing Innovation, United States of America"],"raw_orcid":"https://orcid.org/0000-0002-0098-9803","affiliations":[{"raw_affiliation_string":"Fraunhofer USA Center for Manufacturing Innovation, United States of America","institution_ids":["https://openalex.org/I4210148007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082457710","display_name":"Michael Zeifman","orcid":"https://orcid.org/0000-0003-2018-257X","observed_orcids":["https://orcid.org/0000-0003-2018-257X"]},"institutions":[{"id":"https://openalex.org/I4210148007","display_name":"Fraunhofer USA Center for Manufacturing Innovation","ror":"https://ror.org/05nq3xc14","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210148007","https://openalex.org/I4210161623","https://openalex.org/I4923324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Zeifman","raw_affiliation_strings":["Fraunhofer USA Center for Manufacturing Innovation, United States of America"],"raw_orcid":"https://orcid.org/0000-0003-2018-257X","affiliations":[{"raw_affiliation_string":"Fraunhofer USA Center for Manufacturing Innovation, United States of America","institution_ids":["https://openalex.org/I4210148007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068402452","display_name":"Kurt W. Roth","orcid":"https://orcid.org/0009-0009-7313-8530","observed_orcids":["https://orcid.org/0009-0009-7313-8530"]},"institutions":[{"id":"https://openalex.org/I4210148007","display_name":"Fraunhofer USA Center for Manufacturing Innovation","ror":"https://ror.org/05nq3xc14","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210148007","https://openalex.org/I4210161623","https://openalex.org/I4923324"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kurt Roth","raw_affiliation_strings":["Fraunhofer USA Center for Manufacturing Innovation, USA"],"raw_orcid":"https://orcid.org/0009-0009-7313-8530","affiliations":[{"raw_affiliation_string":"Fraunhofer USA Center for Manufacturing Innovation, USA","institution_ids":["https://openalex.org/I4210148007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210148007"],"apc_list":null,"apc_paid":null,"fwci":0.6464,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.52198552,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"320","last_page":"321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9878000020980835,"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":0.9878000020980835,"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":0.009800000116229057,"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/T12222","display_name":"IoT-based Smart Home Systems","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/thermal-comfort-prediction","display_name":"thermal comfort prediction","score":0.8610000014305115},{"id":"https://openalex.org/keywords/demand-response","display_name":"demand response","score":0.7720000147819519},{"id":"https://openalex.org/keywords/occupant-behavior","display_name":"occupant behavior","score":0.7580000162124634},{"id":"https://openalex.org/keywords/stochastic-modeling","display_name":"stochastic modeling","score":0.6629999876022339},{"id":"https://openalex.org/keywords/data-sparsity","display_name":"data sparsity","score":0.6499999761581421}],"concepts":[{"id":"https://openalex.org/C12302492","wikidata":"https://www.wikidata.org/wiki/Q1752097","display_name":"Setpoint","level":2,"score":0.9878628253936768},{"id":"https://openalex.org/C187819001","wikidata":"https://www.wikidata.org/wiki/Q187665","display_name":"Thermostat","level":2,"score":0.978837251663208},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.7115305066108704},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6243181228637695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5364227294921875},{"id":"https://openalex.org/C112758219","wikidata":"https://www.wikidata.org/wiki/Q16038819","display_name":"Duration (music)","level":2,"score":0.4913925230503082},{"id":"https://openalex.org/C2775997480","wikidata":"https://www.wikidata.org/wiki/Q586277","display_name":"Degree (music)","level":2,"score":0.4219728112220764},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.352027952671051},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3451539874076843},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3415318727493286},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2676658630371094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26221519708633423},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2464635670185089},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.1233864426612854},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0659867525100708},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3600100.3626280","doi":"https://doi.org/10.1145/3600100.3626280","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3600100.3626280","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3600100.3626280","source":{"id":"https://openalex.org/S7407086927","display_name":"ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3600100.3626280","doi":"https://doi.org/10.1145/3600100.3626280","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3600100.3626280","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3600100.3626280","source":{"id":"https://openalex.org/S7407086927","display_name":"ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.47999998927116394,"display_name":"Sustainable cities and communities"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G8775496627","display_name":null,"funder_award_id":"DE-EE 0009696","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388320601.pdf","grobid_xml":"https://content.openalex.org/works/W4388320601.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W180413080","https://openalex.org/W2074787411","https://openalex.org/W2613519073","https://openalex.org/W2619449025","https://openalex.org/W2795114416","https://openalex.org/W2980797340","https://openalex.org/W2998749992"],"related_works":["https://openalex.org/W2949522200","https://openalex.org/W3134984734","https://openalex.org/W7161597113","https://openalex.org/W4293235687","https://openalex.org/W3088495290","https://openalex.org/W7221396011","https://openalex.org/W7119677183","https://openalex.org/W2804684023","https://openalex.org/W7213610965","https://openalex.org/W7163573814"],"abstract_inverted_index":{"We":[0,43],"develop":[1],"a":[2],"probabilistic":[3],"method":[4],"for":[5],"predicting":[6],"the":[7,21,27,37],"thermal":[8],"comfort":[9],"of":[10,41],"residential":[11],"occupants":[12,24],"during":[13],"demand":[14],"response":[15],"(DR)":[16],"events.":[17],"Specifically,":[18],"we":[19,47],"estimate":[20],"probability":[22],"that":[23,46],"will":[25],"change":[26],"thermostat":[28],"setpoint,":[29],"by":[30],"calculating":[31],"their":[32],"discomfort":[33,51],"tolerance":[34,52],"based":[35],"on":[36],"degree":[38],"and":[39],"duration":[40],"discomfort.":[42],"also":[44],"show":[45],"can":[48],"predict":[49],"this":[50],"reliably.":[53]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2023-11-04T00:00:00"}