{"id":"https://openalex.org/W2076463508","doi":"https://doi.org/10.1109/acc.2013.6580365","title":"Comparative evaluation of model predictive control strategies for a building HVAC system","display_name":"Comparative evaluation of model predictive control strategies for a building HVAC system","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2076463508","doi":"https://doi.org/10.1109/acc.2013.6580365","mag":"2076463508"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2013.6580365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2013.6580365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 American Control Conference","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/A5003103429","display_name":"Vamsi Putta","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vamsi Putta","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Electr. & Comput. engineering, Purdue Univ., West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. engineering, Purdue Univ., West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101844371","display_name":"Guangwei Zhu","orcid":"https://orcid.org/0000-0002-1400-442X"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guangwei Zhu","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Electr. & Comput. engineering, Purdue Univ., West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. engineering, Purdue Univ., West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100733144","display_name":"Donghun Kim","orcid":"https://orcid.org/0000-0002-1868-6341"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donghun Kim","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035753295","display_name":"Jianghai Hu","orcid":"https://orcid.org/0000-0002-4250-8852"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jianghai Hu","raw_affiliation_strings":["School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Electr. & Comput. engineering, Purdue Univ., West Lafayette, IN, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. engineering, Purdue Univ., West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080584548","display_name":"James E. Braun","orcid":"https://orcid.org/0000-0001-5004-5379"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James Braun","raw_affiliation_strings":["School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Sch. of Mech. Eng., Purdue Univ., West Lafayette, IN, USA#TAB#","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5003103429"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":2.44162396,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90195407,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3455","last_page":"3460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9975000023841858,"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/T11236","display_name":"Control Systems and Identification","score":0.9682999849319458,"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/hvac","display_name":"HVAC","score":0.9484410285949707},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.8325644731521606},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7480148673057556},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.6464122533798218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5959432125091553},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5643268823623657},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.5149244070053101},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.500983715057373},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.4795939028263092},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4430842995643616},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41992855072021484},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.41088438034057617},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37007999420166016},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3469446301460266},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32049018144607544},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30937039852142334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23184528946876526},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.086260586977005}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.9484410285949707},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8325644731521606},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7480148673057556},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6464122533798218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5959432125091553},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5643268823623657},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.5149244070053101},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.500983715057373},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.4795939028263092},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4430842995643616},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41992855072021484},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.41088438034057617},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37007999420166016},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3469446301460266},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32049018144607544},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30937039852142334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23184528946876526},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.086260586977005},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"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/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2013.6580365","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2013.6580365","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 American Control Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8899999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1561941139","https://openalex.org/W1975817662","https://openalex.org/W2004439178","https://openalex.org/W2151032674","https://openalex.org/W2166681263","https://openalex.org/W2213594914","https://openalex.org/W2744523973","https://openalex.org/W2788529640","https://openalex.org/W6633669424","https://openalex.org/W6644092405","https://openalex.org/W6742355186","https://openalex.org/W6748881814","https://openalex.org/W6987572474"],"related_works":["https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W4205684936","https://openalex.org/W3021806226","https://openalex.org/W2538009942","https://openalex.org/W2332573992","https://openalex.org/W2104957212","https://openalex.org/W1982948512","https://openalex.org/W2329485921","https://openalex.org/W2610951131"],"abstract_inverted_index":{"The":[0,41],"paper":[1],"presents":[2],"an":[3],"evaluation":[4],"procedure":[5],"for":[6],"a":[7],"few":[8],"promising":[9],"Model":[10],"Predictive":[11],"Control":[12],"(MPC)":[13],"based":[14],"approaches":[15],"in":[16,46,66],"supervisory":[17],"control":[18,33],"of":[19,48],"building":[20],"heating,":[21],"ventilation":[22],"and":[23,32,54],"air-conditioning":[24],"(HVAC)":[25],"systems.":[26],"A":[27,59],"case":[28],"study":[29],"is":[30,70],"established":[31],"trajectories":[34,43],"are":[35,44],"generated":[36],"using":[37,77],"the":[38,67,83],"proposed":[39],"solvers.":[40],"resulting":[42],"evaluated":[45],"terms":[47],"benchmark":[49],"metrics":[50],"taking":[51],"energy":[52],"costs":[53],"occupant":[55,64],"discomfort":[56,65],"into":[57],"account.":[58],"direct":[60],"approach":[61],"to":[62,82],"incorporate":[63],"cost":[68],"function":[69],"also":[71],"proposed.":[72],"Results":[73],"indicate":[74],"potential":[75],"savings":[76],"MPC":[78],"solvers":[79],"when":[80],"compared":[81],"baseline.":[84]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}