{"id":"https://openalex.org/W4361801809","doi":"https://doi.org/10.1109/access.2023.3262934","title":"Design of an EnergyPlus Model-Based Smart Controller for Maintaining Thermal Comfortable Environment in Non-Domestic Building","display_name":"Design of an EnergyPlus Model-Based Smart Controller for Maintaining Thermal Comfortable Environment in Non-Domestic Building","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4361801809","doi":"https://doi.org/10.1109/access.2023.3262934"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3262934","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3262934","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10086530.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10086530.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043295314","display_name":"Tahira Naseem","orcid":"https://orcid.org/0009-0009-0603-2760"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Tahira Naseem","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008938944","display_name":"Abbas Javed","orcid":"https://orcid.org/0000-0001-9243-4364"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Abbas Javed","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045262258","display_name":"Mirza Tariq Hamayun","orcid":"https://orcid.org/0000-0003-0535-5356"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mirza Tariq Hamayun","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041133909","display_name":"Muhammad Jawad","orcid":"https://orcid.org/0000-0003-3730-2128"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Jawad","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073672907","display_name":"Ejaz Ahmad Ansari","orcid":"https://orcid.org/0000-0002-1557-9436"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ejaz A Ansari","raw_affiliation_strings":["Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, COMSATS University Islamabad, Lahore Campus, Lahore, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009333545","display_name":"Muhammad A. B. Fayyaz","orcid":"https://orcid.org/0000-0002-1794-3000"},"institutions":[{"id":"https://openalex.org/I11983389","display_name":"Manchester Metropolitan University","ror":"https://ror.org/02hstj355","country_code":"GB","type":"education","lineage":["https://openalex.org/I11983389"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Muhammad A. B. Fayyaz","raw_affiliation_strings":["Manchester Metropolitan University, Manchester, OTEHM, U.K","OTEHM, Manchester Metropolitan University, Manchester, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Manchester Metropolitan University, Manchester, OTEHM, U.K","institution_ids":["https://openalex.org/I11983389"]},{"raw_affiliation_string":"OTEHM, Manchester Metropolitan University, Manchester, United Kingdom","institution_ids":["https://openalex.org/I11983389"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063267124","display_name":"Ali Ansari","orcid":null},"institutions":[{"id":"https://openalex.org/I179311214","display_name":"Gulf University for Science & Technology","ror":"https://ror.org/04d9rzd67","country_code":"KW","type":"education","lineage":["https://openalex.org/I179311214"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Ali R. Ansari","raw_affiliation_strings":["Department of Mathematics and Natural Sciences, Gulf University for Science and Technology, Mubarak Al-Abdullah, Kuwait"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Natural Sciences, Gulf University for Science and Technology, Mubarak Al-Abdullah, Kuwait","institution_ids":["https://openalex.org/I179311214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087735486","display_name":"Raheel Nawaz","orcid":"https://orcid.org/0000-0001-9588-0052"},"institutions":[{"id":"https://openalex.org/I198012923","display_name":"University of Staffordshire","ror":"https://ror.org/00d6k8y35","country_code":"GB","type":"education","lineage":["https://openalex.org/I198012923"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Raheel Nawaz","raw_affiliation_strings":["Pro Vice Chancellor (Digital Transformation), Staffordshire University, Stoke-on-Trent, England, U.K"],"affiliations":[{"raw_affiliation_string":"Pro Vice Chancellor (Digital Transformation), Staffordshire University, Stoke-on-Trent, England, U.K","institution_ids":["https://openalex.org/I198012923"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5043295314"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1532,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85680713,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"33134","last_page":"33147"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":1.0,"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/T11529","display_name":"Refrigeration and Air Conditioning Technologies","score":0.9531999826431274,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9491000175476074,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.8892897367477417},{"id":"https://openalex.org/keywords/setpoint","display_name":"Setpoint","score":0.885574996471405},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.8256058692932129},{"id":"https://openalex.org/keywords/variable-air-volume","display_name":"Variable air volume","score":0.762024462223053},{"id":"https://openalex.org/keywords/indoor-air-quality","display_name":"Indoor air quality","score":0.5882154703140259},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5713004469871521},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.552906334400177},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.5528638958930969},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.5466024875640869},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.5423271656036377},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.464815229177475},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43808266520500183},{"id":"https://openalex.org/keywords/thermostat","display_name":"Thermostat","score":0.43590599298477173},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.419421523809433},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31780990958213806},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.23140808939933777},{"id":"https://openalex.org/keywords/environmental-engineering","display_name":"Environmental engineering","score":0.12205567955970764},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.0897863507270813},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.071198970079422},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.06586778163909912},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.06586402654647827}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8892897367477417},{"id":"https://openalex.org/C12302492","wikidata":"https://www.wikidata.org/wiki/Q1752097","display_name":"Setpoint","level":2,"score":0.885574996471405},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.8256058692932129},{"id":"https://openalex.org/C51176869","wikidata":"https://www.wikidata.org/wiki/Q7915706","display_name":"Variable air volume","level":3,"score":0.762024462223053},{"id":"https://openalex.org/C65469","wikidata":"https://www.wikidata.org/wiki/Q905504","display_name":"Indoor air quality","level":2,"score":0.5882154703140259},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5713004469871521},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.552906334400177},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.5528638958930969},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.5466024875640869},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.5423271656036377},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.464815229177475},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43808266520500183},{"id":"https://openalex.org/C187819001","wikidata":"https://www.wikidata.org/wiki/Q187665","display_name":"Thermostat","level":2,"score":0.43590599298477173},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.419421523809433},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31780990958213806},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.23140808939933777},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.12205567955970764},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0897863507270813},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.071198970079422},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.06586778163909912},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.06586402654647827},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2023.3262934","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3262934","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10086530.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.staffs.ac.uk:8462","is_oa":true,"landing_page_url":null,"pdf_url":"https://eprints.staffs.ac.uk/8462/1/Design_of_an_EnergyPlus_Model-Based_Smart_Controller_for_Maintaining_Thermal_Comfortable_Environment_in_Non-Domestic_Building.pdf","source":{"id":"https://openalex.org/S4306401113","display_name":"Staffordshire Online Repository (Staffordshire University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I198012923","host_organization_name":"University of Staffordshire","host_organization_lineage":["https://openalex.org/I198012923"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:26bc6eafc53349abbd3277327479b24c","is_oa":true,"landing_page_url":"https://doaj.org/article/26bc6eafc53349abbd3277327479b24c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 33134-33147 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3262934","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3262934","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10086530.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4361801809.pdf","grobid_xml":"https://content.openalex.org/works/W4361801809.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1973944436","https://openalex.org/W1983236541","https://openalex.org/W2032165264","https://openalex.org/W2107186450","https://openalex.org/W2114519460","https://openalex.org/W2125993789","https://openalex.org/W2437015738","https://openalex.org/W2587347436","https://openalex.org/W2767573115","https://openalex.org/W2774096564","https://openalex.org/W2782485661","https://openalex.org/W2790613195","https://openalex.org/W2803818130","https://openalex.org/W2898130656","https://openalex.org/W2901819662","https://openalex.org/W2973000505","https://openalex.org/W2986659651","https://openalex.org/W2987725885","https://openalex.org/W3017236665","https://openalex.org/W3047508891","https://openalex.org/W3081753596","https://openalex.org/W3128860149","https://openalex.org/W3138541964","https://openalex.org/W3200963237","https://openalex.org/W4289766369","https://openalex.org/W4290065263","https://openalex.org/W6676861605"],"related_works":["https://openalex.org/W2183259099","https://openalex.org/W4285822553","https://openalex.org/W4385408633","https://openalex.org/W2952490676","https://openalex.org/W3156939583","https://openalex.org/W2783252920","https://openalex.org/W2066400031","https://openalex.org/W4388320601","https://openalex.org/W200479544","https://openalex.org/W2792652528"],"abstract_inverted_index":{"Heating,":[0],"Ventilation":[1],"and":[2,16,41,83,89,96,129,148,175],"Air":[3,136],"Conditioning":[4],"(HVAC)":[5],"systems":[6,46,63],"account":[7],"for":[8,61],"59%":[9],"of":[10,27,94,133,152],"energy":[11,146,172,178],"consumption":[12,147],"in":[13,18,34,50],"domestic":[14],"buildings":[15],"36%":[17],"non-domestic":[19,35,51],"buildings.":[20,36,52],"According":[21],"to":[22,56,117,140],"a":[23,105,182],"study,":[24],"around":[25],"39%":[26],"occupants":[28],"are":[29,47,87,155],"dissatisfied":[30],"with":[31,166],"indoor":[32,42,66,142,149],"temperature":[33,112,127,132],"To":[37],"maintain":[38],"thermal":[39,67,120,150],"comfort":[40,151],"air":[43,131],"quality,":[44],"HVAC":[45,62],"widely":[48],"used":[49],"This":[53],"research":[54],"aims":[55],"develop":[57],"energy-efficient":[58],"control":[59,70,123,141,159],"techniques":[60,124],"while":[64],"ensuring":[65],"comfort.":[68,121],"Three":[69],"strategies,":[71],"namely":[72],"EnergyPlus":[73],"model-based":[74],"Model":[75],"Predictive":[76],"Control":[77,81],"(MPC),":[78],"Sliding":[79],"Mode":[80],"(SMC),":[82],"simple":[84,183],"ON/OFF":[85,184],"control,":[86],"employed":[88],"compared":[90,156],"at":[91],"the":[92,126,134,153],"Department":[93],"Electrical":[95],"Computer":[97],"Engineering,":[98],"COMSATS":[99],"University":[100],"Islamabad,":[101],"Lahore":[102],"Campus.":[103],"Furthermore,":[104],"machine":[106],"learning-based":[107],"Predicted":[108],"Mean":[109],"Vote":[110],"(PMV)-based":[111],"setpoint":[113],"estimator":[114],"is":[115],"designed":[116],"ensure":[118],"occupant":[119],"The":[122,145,161],"estimate":[125],"setpoints":[128,168],"supply":[130],"Variable":[135],"Volume":[137],"(VAV)":[138],"system":[139],"room":[143],"temperature.":[144],"building":[154],"under":[157],"different":[158],"techniques.":[160],"results":[162],"show":[163],"that":[164],"MPC":[165],"PMV-based":[167],"consumes":[169],"17.20%":[170],"less":[171,177],"during":[173,179],"winters":[174],"14.67%":[176],"summers":[180],"than":[181],"controller.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
