{"id":"https://openalex.org/W2072499525","doi":"https://doi.org/10.1109/cdc.2012.6427051","title":"Optimization of predicted mean vote thermal comfort index within Model Predictive Control framework","display_name":"Optimization of predicted mean vote thermal comfort index within Model Predictive Control framework","publication_year":2012,"publication_date":"2012-12-01","ids":{"openalex":"https://openalex.org/W2072499525","doi":"https://doi.org/10.1109/cdc.2012.6427051","mag":"2072499525"},"language":"en","primary_location":{"id":"doi:10.1109/cdc.2012.6427051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2012.6427051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 51st IEEE Conference on Decision and Control (CDC)","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/A5028519411","display_name":"Ji\u0159\u00ed Cigler","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Jiri Cigler","raw_affiliation_strings":["Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044803834","display_name":"Samuel Pr\u00edvara","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Samuel Privara","raw_affiliation_strings":["Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088874555","display_name":"Zden\u011bk V\u00e1\u0148a","orcid":null},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Zdenek Vana","raw_affiliation_strings":["Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074713809","display_name":"Dana Komarkova","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123039","display_name":"Technofiber (Czechia)","ror":"https://ror.org/03310k523","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210123039"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Dana Komarkova","raw_affiliation_strings":["Technofiber s.r.o, Brno, Czech Republic","Technofiber s.r.o, Lazaretn\u00ed 1/7, 615 00 Brno, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technofiber s.r.o, Brno, Czech Republic","institution_ids":["https://openalex.org/I4210123039"]},{"raw_affiliation_string":"Technofiber s.r.o, Lazaretn\u00ed 1/7, 615 00 Brno, Czech Republic","institution_ids":["https://openalex.org/I4210123039"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020962719","display_name":"Michael \u0160ebek","orcid":"https://orcid.org/0000-0003-0927-2988"},"institutions":[{"id":"https://openalex.org/I44504214","display_name":"Czech Technical University in Prague","ror":"https://ror.org/03kqpb082","country_code":"CZ","type":"education","lineage":["https://openalex.org/I44504214"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Michael Sebek","raw_affiliation_strings":["Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical, University of Prague, Praha, Czech Republic","institution_ids":["https://openalex.org/I44504214"]},{"raw_affiliation_string":"Department of Control Engineering, Faculty of Electrical Engineering of Czech Technical University in Prague, Technick\u00e1 2, 166 27 Praha 6, Czech Republic","institution_ids":["https://openalex.org/I44504214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4999,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.84664804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3056","last_page":"3061"},"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/model-predictive-control","display_name":"Model predictive control","score":0.8836319446563721},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.6588934659957886},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6154050230979919},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.6054362058639526},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.583004891872406},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5600456595420837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5529838800430298},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5270445942878723},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.5234044194221497},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.49351799488067627},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.4746675491333008},{"id":"https://openalex.org/keywords/temperature-control","display_name":"Temperature control","score":0.4530588388442993},{"id":"https://openalex.org/keywords/index","display_name":"Index (typography)","score":0.44805243611335754},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.4442337155342102},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4311886131763458},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.42497190833091736},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.31270647048950195},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2408907115459442},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.20959272980690002},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18292632699012756},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10581764578819275},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10085335373878479},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.099749356508255}],"concepts":[{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8836319446563721},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.6588934659957886},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6154050230979919},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.6054362058639526},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.583004891872406},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5600456595420837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5529838800430298},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5270445942878723},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.5234044194221497},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.49351799488067627},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.4746675491333008},{"id":"https://openalex.org/C536315585","wikidata":"https://www.wikidata.org/wiki/Q7698332","display_name":"Temperature control","level":2,"score":0.4530588388442993},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.44805243611335754},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.4442337155342102},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4311886131763458},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.42497190833091736},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.31270647048950195},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2408907115459442},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.20959272980690002},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18292632699012756},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10581764578819275},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10085335373878479},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.099749356508255},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cdc.2012.6427051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc.2012.6427051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 51st IEEE Conference on Decision and Control (CDC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1970225018","https://openalex.org/W1976159778","https://openalex.org/W1989475308","https://openalex.org/W2008089298","https://openalex.org/W2016403269","https://openalex.org/W2039625748","https://openalex.org/W2042317950","https://openalex.org/W2049527112","https://openalex.org/W2086536376","https://openalex.org/W2092792488","https://openalex.org/W2137048899","https://openalex.org/W2139091700","https://openalex.org/W2140758862","https://openalex.org/W2166313543","https://openalex.org/W2166480912","https://openalex.org/W2166681263","https://openalex.org/W2182510773","https://openalex.org/W2536620281"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W2101188133","https://openalex.org/W3202234113","https://openalex.org/W4297537396","https://openalex.org/W4248731570","https://openalex.org/W2381210024","https://openalex.org/W2060165215","https://openalex.org/W2562892041","https://openalex.org/W2384015130","https://openalex.org/W4285595274"],"abstract_inverted_index":{"Recently,":[0],"Model":[1],"Predictive":[2],"Control":[3],"(MPC)":[4],"for":[5,21],"buildings":[6],"has":[7],"undergone":[8],"an":[9],"intensive":[10],"research.":[11],"Usually,":[12],"according":[13],"to":[14,64,88,112,128],"the":[15,22,26,39,48,51,65,84,94,108,113,138,149,158,169],"international":[16],"standards,":[17],"a":[18,76,102,135,172],"static":[19,66],"range":[20],"air":[23],"temperature":[24,67],"represents":[25],"thermal":[27],"comfort":[28,71,170],"which":[29,82],"is":[30,75],"being":[31],"kept":[32],"making":[33],"use":[34],"of":[35,50,79,122,161],"MPC":[36,98,139,163],"while":[37,167],"minimizing":[38],"energy":[40,54],"consumption.":[41],"On":[42],"contrary,":[43],"this":[44],"paper":[45,91],"deals":[46],"with":[47],"optimization":[49,140],"trade-off":[52],"between":[53],"consumption":[55],"and":[56,106,115,132],"Predicted":[57],"Mean":[58],"Vote":[59],"(PMV)":[60],"index":[61,74],"which,":[62],"opposed":[63],"range,":[68],"describes":[69],"user":[70],"directly.":[72],"PMV":[73,123,151],"nonlinear":[77],"function":[78],"various":[80],"quantities,":[81],"makes":[83],"problem":[85,99,141,155],"more":[86],"difficult":[87],"solve.":[89],"The":[90,120],"will":[92,125,145],"show":[93],"main":[95],"differences":[96],"in":[97],"formulation,":[100],"propose":[101],"tractable":[103],"approximation":[104,121],"strategy":[105],"compare":[107],"control":[109,118,154],"performance":[110],"both":[111],"conventional":[114],"typical":[116,162],"predictive":[117],"strategies.":[119],"computation":[124],"be":[126,129,146],"shown":[127,147],"sufficiently":[130],"precise":[131],"moreover,":[133],"such":[134],"formulation":[136,156],"keeps":[137],"convex.":[142],"Finally,":[143],"it":[144],"that":[148],"proposed":[150],"based":[152],"optimal":[153],"shifts":[157],"savings":[159],"potential":[160],"by":[164],"additional":[165],"10%":[166],"keeping":[168],"at":[171],"desired":[173],"level.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}