{"id":"https://openalex.org/W1588319298","doi":"https://doi.org/10.1109/acc.2015.7170857","title":"Model predictive control of thermal storage for demand response","display_name":"Model predictive control of thermal storage for demand response","publication_year":2015,"publication_date":"2015-07-01","ids":{"openalex":"https://openalex.org/W1588319298","doi":"https://doi.org/10.1109/acc.2015.7170857","mag":"1588319298"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2015.7170857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7170857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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/A5036839502","display_name":"Kevin J. Kircher","orcid":"https://orcid.org/0000-0003-4578-3953"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kevin J. Kircher","raw_affiliation_strings":["Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY","Sibley School of Mechanical and Aerospace Engineering Cornell University Ithaca NY 14850 USA"],"affiliations":[{"raw_affiliation_string":"Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"Sibley School of Mechanical and Aerospace Engineering Cornell University Ithaca NY 14850 USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065322504","display_name":"K. Max Zhang","orcid":"https://orcid.org/0000-0002-3324-6571"},"institutions":[{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"K. Max Zhang","raw_affiliation_strings":["Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY","Sibley School of Mechanical and Aerospace Engineering Cornell University Ithaca NY 14850 USA"],"affiliations":[{"raw_affiliation_string":"Sibley School of Mechanical and Aerospace Engineering, Cornell University, Ithaca, NY","institution_ids":["https://openalex.org/I205783295"]},{"raw_affiliation_string":"Sibley School of Mechanical and Aerospace Engineering Cornell University Ithaca NY 14850 USA","institution_ids":["https://openalex.org/I205783295"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5036839502"],"corresponding_institution_ids":["https://openalex.org/I205783295"],"apc_list":null,"apc_paid":null,"fwci":5.6717,"has_fulltext":false,"cited_by_count":57,"citation_normalized_percentile":{"value":0.95080508,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"956","last_page":"961"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9973999857902527,"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":0.9973999857902527,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11185","display_name":"Integrated Energy Systems Optimization","score":0.9710000157356262,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/demand-response","display_name":"Demand response","score":0.8150720596313477},{"id":"https://openalex.org/keywords/load-shifting","display_name":"Load shifting","score":0.7309160232543945},{"id":"https://openalex.org/keywords/thermal-energy-storage","display_name":"Thermal energy storage","score":0.7172797918319702},{"id":"https://openalex.org/keywords/peak-demand","display_name":"Peak demand","score":0.5724179744720459},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.5700920224189758},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5227570533752441},{"id":"https://openalex.org/keywords/load-management","display_name":"Load management","score":0.48568710684776306},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4636783301830292},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4616021513938904},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.43142184615135193},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3581434488296509},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3156956136226654},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2840805649757385},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.16920062899589539},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.16812139749526978},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.16646158695220947}],"concepts":[{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.8150720596313477},{"id":"https://openalex.org/C2777030403","wikidata":"https://www.wikidata.org/wiki/Q17099419","display_name":"Load shifting","level":3,"score":0.7309160232543945},{"id":"https://openalex.org/C183287310","wikidata":"https://www.wikidata.org/wiki/Q2142963","display_name":"Thermal energy storage","level":2,"score":0.7172797918319702},{"id":"https://openalex.org/C147940328","wikidata":"https://www.wikidata.org/wiki/Q3393666","display_name":"Peak demand","level":3,"score":0.5724179744720459},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.5700920224189758},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5227570533752441},{"id":"https://openalex.org/C2779370713","wikidata":"https://www.wikidata.org/wiki/Q357554","display_name":"Load management","level":2,"score":0.48568710684776306},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4636783301830292},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4616021513938904},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.43142184615135193},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3581434488296509},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3156956136226654},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2840805649757385},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16920062899589539},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.16812139749526978},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.16646158695220947},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2015.7170857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2015.7170857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 American Control Conference (ACC)","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":0.7699999809265137}],"awards":[],"funders":[{"id":"https://openalex.org/F4320338294","display_name":"Air Force Research Laboratory","ror":"https://ror.org/02e2egq70"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W71064853","https://openalex.org/W1964730816","https://openalex.org/W1973944436","https://openalex.org/W1974020679","https://openalex.org/W1994507273","https://openalex.org/W1999913571","https://openalex.org/W2048178471","https://openalex.org/W2066459185","https://openalex.org/W2088693678","https://openalex.org/W2113642685","https://openalex.org/W2122411471","https://openalex.org/W2127014113","https://openalex.org/W2137048899","https://openalex.org/W6602923616","https://openalex.org/W6678562058"],"related_works":["https://openalex.org/W2522559011","https://openalex.org/W39487273","https://openalex.org/W4239205706","https://openalex.org/W4239297229","https://openalex.org/W3209288936","https://openalex.org/W2782880286","https://openalex.org/W4285816455","https://openalex.org/W2888353983","https://openalex.org/W1986909959","https://openalex.org/W2923654452"],"abstract_inverted_index":{"Buildings":[0],"with":[1,43,84],"thermal":[2,44,88,132,162],"storage":[3,45],"use":[4],"it":[5],"mainly":[6],"to":[7,24,54,91],"shift":[8],"cooling":[9,26,69],"loads.":[10],"Ice":[11],"or":[12],"chilled":[13],"water":[14],"is":[15,77,139],"produced":[16],"when":[17,27],"electricity":[18],"prices":[19,28,113],"are":[20,29],"low":[21],"and":[22,57,86,110,129,148,183],"stored":[23],"provide":[25,47],"high.":[30],"While":[31],"this":[32,62],"price-based":[33],"load":[34],"shifting":[35],"has":[36,165],"value":[37,195],"for":[38,98,213],"power":[39],"system":[40,117],"operators,":[41],"buildings":[42],"could":[46],"more":[48],"direct":[49],"grid":[50],"services":[51],"by":[52,115],"reacting":[53],"demand":[55,58,108,126],"charges":[56],"response":[59,127],"calls.":[60],"In":[61],"paper,":[63],"we":[64,171],"consider":[65,130],"the":[66,116,131,142,173,181,188,194,207],"problem":[67,138],"of":[68,134,144,161,176,187,191,196],"a":[70,78,106,124],"building":[71,83,135],"under":[72],"these":[73],"incentives.":[74],"The":[75,137],"context":[76],"New":[79],"York":[80],"City":[81],"office":[82],"passive":[85],"active":[87],"storage,":[89,163],"subject":[90],"Consolidated":[92],"Edison's":[93],"(ConEd's)":[94],"default":[95],"rate":[96,103],"plan":[97,104],"large":[99],"commercial":[100],"buildings.":[101],"This":[102],"includes":[105],"three-tiered":[107],"charge":[109],"hourly":[111],"energy":[112,169],"determined":[114],"operator's":[118],"day-ahead":[119],"dispatch.":[120],"We":[121],"also":[122,201],"model":[123,152],"ConEd":[125],"program,":[128],"comfort":[133],"occupants.":[136],"formulated":[140],"in":[141,180],"language":[143],"stochastic":[145],"optimal":[146],"control":[147,154],"solved":[149],"approximately":[150],"using":[151],"predictive":[153],"(MPC).":[155],"Extending":[156],"previous":[157],"work":[158],"on":[159,167],"MPC":[160],"which":[164,210],"focused":[166],"dynamic":[168],"prices,":[170],"include":[172],"full":[174],"set":[175],"economic":[177,198],"incentives":[178],"directly":[179],"stage":[182],"terminal":[184],"costs.":[185],"Simulations":[186],"hottest":[189],"day":[190],"2013":[192],"demonstrate":[193],"realistic":[197],"modeling.":[199],"They":[200],"highlight":[202],"an":[203],"interesting":[204],"tension":[205],"between":[206],"various":[208],"incentives,":[209],"all":[211],"compete":[212],"shiftable":[214],"load.":[215]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":9}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
