{"id":"https://openalex.org/W2094952365","doi":"https://doi.org/10.1109/coase.2013.6654072","title":"Model predictive control for HVAC systems &amp;#x2014; A review","display_name":"Model predictive control for HVAC systems &amp;#x2014; A review","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2094952365","doi":"https://doi.org/10.1109/coase.2013.6654072","mag":"2094952365"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2013.6654072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2013.6654072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"review","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/A5051070216","display_name":"R. Kwadzogah","orcid":null},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Roger Kwadzogah","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Dept. of Electr. & Comput. Eng., New Jersey Inst. of Tech., Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., New Jersey Inst. of Tech., Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081318069","display_name":"MengChu Zhou","orcid":"https://orcid.org/0000-0002-5408-8752"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mengchu Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Dept. of Electr. & Comput. Eng., New Jersey Inst. of Tech., Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., New Jersey Inst. of Tech., Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100741170","display_name":"Sisi Li","orcid":"https://orcid.org/0000-0003-4870-3840"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sisi Li","raw_affiliation_strings":["Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","Dept. of Electr. & Comput. Eng., New Jersey Inst. of Tech., Newark, NJ, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]},{"raw_affiliation_string":"Dept. of Electr. & Comput. Eng., New Jersey Inst. of Tech., Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5051070216"],"corresponding_institution_ids":["https://openalex.org/I118118575"],"apc_list":null,"apc_paid":null,"fwci":2.3249,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.8887248,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"442","last_page":"447"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9991000294685364,"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/T11053","display_name":"Process Optimization and Integration","score":0.9940999746322632,"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":0.9493808746337891},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.7771304845809937},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.6160091161727905},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5432384014129639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5252465605735779},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.521195113658905},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4949955344200134},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.48628222942352295},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.43352940678596497},{"id":"https://openalex.org/keywords/energy-conservation","display_name":"Energy conservation","score":0.41587594151496887},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.35721710324287415},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.333085298538208},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32179147005081177},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13058015704154968},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10373210906982422},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08260676264762878},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.07734811305999756}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.9493808746337891},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.7771304845809937},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6160091161727905},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5432384014129639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5252465605735779},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.521195113658905},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4949955344200134},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.48628222942352295},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.43352940678596497},{"id":"https://openalex.org/C520301825","wikidata":"https://www.wikidata.org/wiki/Q380170","display_name":"Energy conservation","level":2,"score":0.41587594151496887},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.35721710324287415},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.333085298538208},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32179147005081177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13058015704154968},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10373210906982422},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08260676264762878},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.07734811305999756},{"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/coase.2013.6654072","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2013.6654072","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8600000143051147,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W170499124","https://openalex.org/W1991226609","https://openalex.org/W1992919062","https://openalex.org/W1998591350","https://openalex.org/W2001960389","https://openalex.org/W2012055117","https://openalex.org/W2016626376","https://openalex.org/W2017773291","https://openalex.org/W2019348145","https://openalex.org/W2029264889","https://openalex.org/W2049425685","https://openalex.org/W2078754223","https://openalex.org/W2085462128","https://openalex.org/W2093300872","https://openalex.org/W2099481130","https://openalex.org/W2104957212","https://openalex.org/W2119681812","https://openalex.org/W2128701314","https://openalex.org/W2141022831","https://openalex.org/W2150658535","https://openalex.org/W2151032674","https://openalex.org/W2158620383","https://openalex.org/W2163267096","https://openalex.org/W2164580788","https://openalex.org/W2166333956","https://openalex.org/W2166480912","https://openalex.org/W2171403138","https://openalex.org/W2264809195","https://openalex.org/W2963080799","https://openalex.org/W3139987781","https://openalex.org/W3145564951","https://openalex.org/W6650701902","https://openalex.org/W6653308144","https://openalex.org/W6673881869","https://openalex.org/W6679163818","https://openalex.org/W6682678662","https://openalex.org/W7061134000"],"related_works":["https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W4205684936","https://openalex.org/W1995684906","https://openalex.org/W2028412492","https://openalex.org/W3194241082","https://openalex.org/W3174885725","https://openalex.org/W2085905604","https://openalex.org/W2369232549"],"abstract_inverted_index":{"The":[0],"world":[1],"faces":[2],"an":[3,38],"energy":[4,23,35,60],"problem.":[5],"Oil":[6],"supply":[7],"is":[8,14,89],"gradually":[9],"running":[10],"out.":[11],"Its":[12],"use":[13,33,50],"polluting":[15],"the":[16,31,58],"planet":[17],"with":[18],"greenhouse":[19],"gas.":[20],"Most":[21],"alternative":[22],"sources":[24],"also":[25],"pose":[26],"some":[27],"environmental":[28],"problems.":[29],"Hence":[30],"efficient":[32],"of":[34,41,76,91,99],"must":[36,49],"be":[37],"integral":[39],"part":[40],"any":[42],"solution":[43],"to":[44,56,102],"them.":[45,92],"Whenever":[46],"possible,":[47],"one":[48,90],"advanced":[51],"control":[52,78,83],"engines":[53],"and":[54,65],"technologies":[55],"achieve":[57],"highest":[59],"efficiency.":[61],"In":[62],"Heating":[63],"Ventilation":[64],"Air":[66],"Conditioning":[67],"(HVAC)":[68],"industry,":[69],"much":[70],"research":[71],"has":[72],"identified":[73],"a":[74,96],"number":[75],"energy-saving":[77],"methods.":[79],"Derived":[80],"from":[81],"optimal":[82],"theory,":[84],"Model":[85],"Predictive":[86],"Control":[87],"(MPC)":[88],"This":[93],"paper":[94],"presents":[95],"comprehensive":[97],"review":[98],"its":[100],"applications":[101],"HVAC":[103],"systems.":[104]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
