{"id":"https://openalex.org/W4294692055","doi":"https://doi.org/10.23919/acc53348.2022.9867430","title":"Aggregate Modeling and Non-Disruptive Control of Residential Air Conditioning Systems with Two-Zone Cooling Capacity","display_name":"Aggregate Modeling and Non-Disruptive Control of Residential Air Conditioning Systems with Two-Zone Cooling Capacity","publication_year":2022,"publication_date":"2022-06-08","ids":{"openalex":"https://openalex.org/W4294692055","doi":"https://doi.org/10.23919/acc53348.2022.9867430"},"language":"en","primary_location":{"id":"doi:10.23919/acc53348.2022.9867430","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc53348.2022.9867430","pdf_url":null,"source":{"id":"https://openalex.org/S4363607732","display_name":"2022 American Control Conference (ACC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5058844843","display_name":"Sebastian A. Nugroho","orcid":"https://orcid.org/0000-0001-7555-687X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sebastian A. Nugroho","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007211743","display_name":"Ioannis M. Granitsas","orcid":"https://orcid.org/0000-0001-6162-806X"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ioannis M. Granitsas","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015257057","display_name":"Johanna L. Mathieu","orcid":"https://orcid.org/0000-0001-8834-5350"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Johanna L. Mathieu","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013169538","display_name":"Ian A. Hiskens","orcid":"https://orcid.org/0000-0001-9302-2863"},"institutions":[{"id":"https://openalex.org/I27837315","display_name":"University of Michigan","ror":"https://ror.org/00jmfr291","country_code":"US","type":"education","lineage":["https://openalex.org/I27837315"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ian A. Hiskens","raw_affiliation_strings":["University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan,Department of Electrical Engineering and Computer Science,Ann Arbor,MI,USA,48109","institution_ids":["https://openalex.org/I27837315"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27837315"],"apc_list":null,"apc_paid":null,"fwci":0.826,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64807752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"4668","last_page":"4675"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9980999827384949,"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/T11954","display_name":"Energy Efficiency and Management","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/thermostat","display_name":"Thermostat","score":0.7829999923706055},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.6928601861000061},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361174941062927},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.5344820022583008},{"id":"https://openalex.org/keywords/renewable-energy","display_name":"Renewable energy","score":0.5223625898361206},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.4540456533432007},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.43816035985946655},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4163481593132019},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3720739781856537},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3504704535007477},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23385906219482422},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.21002373099327087},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13755246996879578},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09141936898231506}],"concepts":[{"id":"https://openalex.org/C187819001","wikidata":"https://www.wikidata.org/wiki/Q187665","display_name":"Thermostat","level":2,"score":0.7829999923706055},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6928601861000061},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361174941062927},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.5344820022583008},{"id":"https://openalex.org/C188573790","wikidata":"https://www.wikidata.org/wiki/Q12705","display_name":"Renewable energy","level":2,"score":0.5223625898361206},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.4540456533432007},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.43816035985946655},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4163481593132019},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3720739781856537},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3504704535007477},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23385906219482422},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.21002373099327087},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13755246996879578},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09141936898231506},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc53348.2022.9867430","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc53348.2022.9867430","pdf_url":null,"source":{"id":"https://openalex.org/S4363607732","display_name":"2022 American Control Conference (ACC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W83533993","https://openalex.org/W2013002270","https://openalex.org/W2065553080","https://openalex.org/W2090227290","https://openalex.org/W2092577194","https://openalex.org/W2153348719","https://openalex.org/W2174209625","https://openalex.org/W2180199879","https://openalex.org/W2305415516","https://openalex.org/W2328726582","https://openalex.org/W2481825309","https://openalex.org/W2554624099","https://openalex.org/W2756085614","https://openalex.org/W2999089067","https://openalex.org/W3122883832","https://openalex.org/W6682770954","https://openalex.org/W6772551795"],"related_works":["https://openalex.org/W2038237118","https://openalex.org/W3121872160","https://openalex.org/W2099131511","https://openalex.org/W2349862066","https://openalex.org/W1965959983","https://openalex.org/W4237978858","https://openalex.org/W2042349461","https://openalex.org/W2061338932","https://openalex.org/W2067496486","https://openalex.org/W2276689225"],"abstract_inverted_index":{"Modern":[0],"power":[1,21,179],"grids":[2],"are":[3,105],"rapidly":[4],"shifting":[5],"from":[6,169],"fossil":[7],"fuel-based":[8],"generation":[9,38],"to":[10,25,32,92,148,161,188],"carbon-free":[11],"renewable":[12,37],"sources.":[13],"This":[14],"transition":[15],"brings":[16],"the":[17,33,61,118,126,142,173,177,183,190],"problem":[18],"of":[19,36,45,64,77,121],"balancing":[20,57],"supply":[22],"and":[23,42,124,144,153],"demand":[24],"a":[26,74,87,114],"higher":[27],"level":[28],"\u2013":[29,140,147],"due":[30],"largely":[31],"high":[34],"uncertainty":[35],"such":[39,49],"as":[40,50],"wind":[41],"solar.":[43],"Aggregations":[44],"thermostatically":[46],"controlled":[47],"loads":[48],"residential":[51],"air":[52,102],"conditioners":[53],"(AC)":[54],"can":[55],"provide":[56],"services":[58,152],"by":[59],"leveraging":[60],"thermal":[62],"inertia":[63],"houses.":[65],"Existing":[66],"work":[67],"has":[68],"focused":[69],"on":[70],"single-zone":[71],"houses;":[72],"however,":[73],"significant":[75],"fraction":[76],"houses":[78,86],"have":[79],"more":[80,197],"than":[81],"one":[82],"zone.":[83],"In":[84,109,131],"these":[85],"single":[88],"AC":[89],"provides":[90],"cooling":[91],"multiple":[93],"distinct":[94],"areas":[95],"each":[96],"with":[97],"their":[98],"own":[99],"thermostat.":[100],"Moreover,":[101],"temperature":[103],"dynamics":[104],"coupled":[106],"across":[107],"zones.":[108],"this":[110],"paper":[111],"we":[112,133],"propose":[113],"mathematical":[115],"model":[116],"describing":[117],"dynamical":[119],"behavior":[120],"two-zone":[122],"ACs":[123,192],"develop":[125],"corresponding":[127],"aggregate":[128,137],"system":[129],"model.":[130],"addition,":[132],"also":[134],"design":[135],"non-disruptive":[136],"control":[138],"strategies":[139],"called":[141],"uniform":[143,174],"priority":[145,184],"controllers":[146],"perform":[149],"frequency":[150],"regulation":[151],"investigate":[154],"different":[155],"Kalman":[156],"Filter-based":[157],"state":[158],"estimation":[159],"approaches":[160],"reduce":[162],"real-time":[163],"information":[164],"needs.":[165],"It":[166],"is":[167,186],"revealed":[168],"numerical":[170],"simulations":[171],"that":[172],"controller":[175,185],"yields":[176],"best":[178],"tracking":[180],"performance":[181],"while":[182],"able":[187],"minimize":[189],"total":[191],"cycles,":[193],"though":[194],"it":[195],"requires":[196],"computation":[198],"time.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}