{"id":"https://openalex.org/W4387677974","doi":"https://doi.org/10.1109/icac57885.2023.10275184","title":"An Experiential-Led Predictive Control for Enhancing Occupant Thermal Comfort and Reducing Energy Consumption of Heating Systems","display_name":"An Experiential-Led Predictive Control for Enhancing Occupant Thermal Comfort and Reducing Energy Consumption of Heating Systems","publication_year":2023,"publication_date":"2023-08-30","ids":{"openalex":"https://openalex.org/W4387677974","doi":"https://doi.org/10.1109/icac57885.2023.10275184"},"language":"en","primary_location":{"id":"doi:10.1109/icac57885.2023.10275184","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icac57885.2023.10275184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th International Conference on Automation and Computing (ICAC)","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/A5101466259","display_name":"Yunfei Bai","orcid":"https://orcid.org/0000-0002-2464-4789"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Yunfei Bai","raw_affiliation_strings":["School of Engineering, University of Warwick,Coventry,UK,CV4 7AL"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick,Coventry,UK,CV4 7AL","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100756596","display_name":"Chenghao Li","orcid":"https://orcid.org/0000-0003-0900-9063"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chenghao Li","raw_affiliation_strings":["School of Engineering, University of Warwick,Coventry,UK,CV4 7AL"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick,Coventry,UK,CV4 7AL","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037711123","display_name":"Shuli Liu","orcid":"https://orcid.org/0000-0002-4875-3269"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuli Liu","raw_affiliation_strings":["School of Engineering, Beijing Institute of Technology,Beijing,China,100081"],"affiliations":[{"raw_affiliation_string":"School of Engineering, Beijing Institute of Technology,Beijing,China,100081","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100669499","display_name":"Jihong Wang","orcid":"https://orcid.org/0000-0001-7847-460X"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jihong Wang","raw_affiliation_strings":["School of Engineering, University of Warwick,Coventry,UK,CV4 7AL"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Warwick,Coventry,UK,CV4 7AL","institution_ids":["https://openalex.org/I39555362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101466259"],"corresponding_institution_ids":["https://openalex.org/I39555362"],"apc_list":null,"apc_paid":null,"fwci":0.1578,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48169457,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998000264167786,"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":0.9998000264167786,"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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10990","display_name":"Infection Control and Ventilation","score":0.946399986743927,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/overshoot","display_name":"Overshoot (microwave communication)","score":0.803982138633728},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7782626152038574},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.635915994644165},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.5884660482406616},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5763538479804993},{"id":"https://openalex.org/keywords/multiphysics","display_name":"Multiphysics","score":0.5557926893234253},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5350099205970764},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.507585883140564},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.4376554489135742},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3869684040546417},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.36547040939331055},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.35676348209381104},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.30309566855430603},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27003729343414307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10122132301330566},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07488831877708435}],"concepts":[{"id":"https://openalex.org/C2780323453","wikidata":"https://www.wikidata.org/wiki/Q7113957","display_name":"Overshoot (microwave communication)","level":2,"score":0.803982138633728},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7782626152038574},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.635915994644165},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.5884660482406616},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5763538479804993},{"id":"https://openalex.org/C46435376","wikidata":"https://www.wikidata.org/wiki/Q1829750","display_name":"Multiphysics","level":3,"score":0.5557926893234253},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5350099205970764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.507585883140564},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.4376554489135742},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3869684040546417},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.36547040939331055},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.35676348209381104},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.30309566855430603},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27003729343414307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10122132301330566},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07488831877708435},{"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/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icac57885.2023.10275184","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icac57885.2023.10275184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 28th International Conference on Automation and Computing (ICAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G6438051288","display_name":null,"funder_award_id":"202208060362","funder_id":"https://openalex.org/F4320322725","funder_display_name":"China Scholarship Council"},{"id":"https://openalex.org/G7468390473","display_name":null,"funder_award_id":"EP/S032622/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320320279","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2040640105","https://openalex.org/W2251599489","https://openalex.org/W2615140205","https://openalex.org/W2760983315","https://openalex.org/W2762661562","https://openalex.org/W2787257507","https://openalex.org/W2897243114","https://openalex.org/W2899358268","https://openalex.org/W2904435226","https://openalex.org/W2943355200","https://openalex.org/W3105063446","https://openalex.org/W3157017664","https://openalex.org/W3208098732","https://openalex.org/W6755878551","https://openalex.org/W7015398734"],"related_works":["https://openalex.org/W2084426624","https://openalex.org/W2384880144","https://openalex.org/W2357061688","https://openalex.org/W1997010976","https://openalex.org/W2115203153","https://openalex.org/W2367609883","https://openalex.org/W2357789184","https://openalex.org/W2373291678","https://openalex.org/W2394174013","https://openalex.org/W1497151009"],"abstract_inverted_index":{"To":[0],"decarbonize":[1],"space":[2,20,37,151,158],"heating":[3,21,152],"systems,":[4],"energy":[5,17,77,174],"efficiency":[6],"improvement":[7],"plays":[8],"the":[9,28,61,65,107,112,115,122,133,136,161,166],"same":[10],"important":[11],"role":[12],"as":[13],"adopting":[14],"emerging":[15],"clean":[16],"technologies.":[18],"Traditional":[19],"control":[22,48,57,138,153,169],"systems":[23],"are":[24],"often":[25],"developed":[26],"under":[27],"assumption":[29],"of":[30,135],"uniform":[31,157],"temperature":[32,63,100,116,159],"distribution":[33],"within":[34],"a":[35,53,84,94,99],"bounded":[36],"without":[38],"considering":[39],"large":[40],"thermal":[41,72,91,108,180],"inertias,":[42],"which":[43],"leads":[44],"to":[45,59,105],"much":[46],"delayed":[47],"actions.":[49],"This":[50],"paper":[51],"presents":[52],"human":[54],"experiential-led":[55,167],"predictive":[56,137,168],"strategy":[58],"achieve":[60,171],"desired":[62],"around":[64],"occupant":[66],"position":[67],"which,":[68],"hence,":[69],"enhances":[70],"occupants'":[71,179],"comfort":[73,181],"and":[74,111,118,126],"may":[75],"reduce":[76],"consumption.":[78],"The":[79],"work":[80],"starts":[81],"from":[82],"developing":[83],"Multiphysics":[85],"3D":[86],"Computational":[87],"Fluid":[88],"Dynamics":[89],"(CFD)":[90],"model":[92,102],"using":[93],"test":[95],"room":[96],"parameter.":[97],"Then":[98],"prediction":[101],"is":[103,140],"derived":[104],"estimate":[106],"delay":[109,125],"time":[110,124],"relationship":[113],"between":[114],"overshoot":[117,127],"switching":[119,131],"time/temperature.":[120],"With":[121],"estimated":[123],"at":[128],"various":[129],"heater":[130],"time,":[132],"performance":[134],"system":[139],"evaluated":[141],"through":[142],"multi-software":[143],"platform":[144],"integrated":[145],"simulations.":[146],"Compared":[147],"with":[148],"those":[149],"traditional":[150],"strategies":[154],"based":[155],"on":[156],"distribution,":[160],"simulation":[162],"results":[163],"indicate":[164],"that":[165],"could":[170],"over":[172],"40%":[173],"savings":[175],"while":[176],"significantly":[177],"enhancing":[178],"in":[182],"certain":[183],"applications.":[184]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}