{"id":"https://openalex.org/W3012140686","doi":"https://doi.org/10.1109/cdc40024.2019.9030198","title":"Identification of aggregate building thermal dynamic model and unmeasured internal heat load from data","display_name":"Identification of aggregate building thermal dynamic model and unmeasured internal heat load from data","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3012140686","doi":"https://doi.org/10.1109/cdc40024.2019.9030198","mag":"3012140686"},"language":"en","primary_location":{"id":"doi:10.1109/cdc40024.2019.9030198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9030198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/biblio/1761666","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084822630","display_name":"Zhong Guo","orcid":"https://orcid.org/0000-0001-6275-1270"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhong Guo","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of Florida"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086277991","display_name":"Austin R. Coffman","orcid":"https://orcid.org/0000-0001-9296-551X"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Austin R. Coffman","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of Florida"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of Florida","institution_ids":["https://openalex.org/I33213144"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108062300","display_name":"Peter L. Munk","orcid":"https://orcid.org/0000-0001-8555-2573"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey Munk","raw_affiliation_strings":["Building Envelope & Urban Systems Research group, Oak Ridge National Laboratory, Oak Ridge, Tennessee"],"affiliations":[{"raw_affiliation_string":"Building Envelope & Urban Systems Research group, Oak Ridge National Laboratory, Oak Ridge, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108726719","display_name":"Piljae Im","orcid":null},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Piljae Im","raw_affiliation_strings":["Building Envelope & Urban Systems Research group, Oak Ridge National Laboratory, Oak Ridge, Tennessee"],"affiliations":[{"raw_affiliation_string":"Building Envelope & Urban Systems Research group, Oak Ridge National Laboratory, Oak Ridge, Tennessee","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026067872","display_name":"Prabir Barooah","orcid":"https://orcid.org/0000-0002-2929-8301"},"institutions":[{"id":"https://openalex.org/I33213144","display_name":"University of Florida","ror":"https://ror.org/02y3ad647","country_code":"US","type":"education","lineage":["https://openalex.org/I33213144"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prabir Barooah","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of Florida"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of Florida","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5084822630"],"corresponding_institution_ids":["https://openalex.org/I33213144"],"apc_list":null,"apc_paid":null,"fwci":0.634,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.72523588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2958","last_page":"2963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9998999834060669,"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":0.9998999834060669,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9527999758720398,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9502999782562256,"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/hvac","display_name":"HVAC","score":0.8453021049499512},{"id":"https://openalex.org/keywords/aggregate","display_name":"Aggregate (composite)","score":0.7893993854522705},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6879987716674805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6466186046600342},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5757026076316833},{"id":"https://openalex.org/keywords/thermal","display_name":"Thermal","score":0.5111628174781799},{"id":"https://openalex.org/keywords/disturbance","display_name":"Disturbance (geology)","score":0.48164764046669006},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.4653528332710266},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.43222182989120483},{"id":"https://openalex.org/keywords/internal-model","display_name":"Internal model","score":0.41108593344688416},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3631260097026825},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.338550865650177},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23130616545677185},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.1590171754360199},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.130703866481781},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.11543816328048706},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10547712445259094},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.10245418548583984}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8453021049499512},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7893993854522705},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6879987716674805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6466186046600342},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5757026076316833},{"id":"https://openalex.org/C204530211","wikidata":"https://www.wikidata.org/wiki/Q752823","display_name":"Thermal","level":2,"score":0.5111628174781799},{"id":"https://openalex.org/C2777601987","wikidata":"https://www.wikidata.org/wiki/Q5283581","display_name":"Disturbance (geology)","level":2,"score":0.48164764046669006},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.4653528332710266},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.43222182989120483},{"id":"https://openalex.org/C28427503","wikidata":"https://www.wikidata.org/wiki/Q13580300","display_name":"Internal model","level":3,"score":0.41108593344688416},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3631260097026825},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.338550865650177},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23130616545677185},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.1590171754360199},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.130703866481781},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.11543816328048706},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10547712445259094},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.10245418548583984},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cdc40024.2019.9030198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cdc40024.2019.9030198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 58th Conference on Decision and Control (CDC)","raw_type":"proceedings-article"},{"id":"pmh:oai:osti.gov:1761666","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1761666","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:osti.gov:1761666","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1761666","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1717366851","https://openalex.org/W1973944436","https://openalex.org/W2001721531","https://openalex.org/W2040640105","https://openalex.org/W2042432290","https://openalex.org/W2044794377","https://openalex.org/W2057184806","https://openalex.org/W2061373768","https://openalex.org/W2064999786","https://openalex.org/W2084834223","https://openalex.org/W2089431628","https://openalex.org/W2092792488","https://openalex.org/W2093447280","https://openalex.org/W2123871098","https://openalex.org/W2499921934","https://openalex.org/W2766690741","https://openalex.org/W2789880759","https://openalex.org/W2904751245","https://openalex.org/W2913468483","https://openalex.org/W2915067159","https://openalex.org/W2979294150","https://openalex.org/W6757126052","https://openalex.org/W6758986611","https://openalex.org/W6769300622"],"related_works":["https://openalex.org/W2112866972","https://openalex.org/W4240233711","https://openalex.org/W2900606913","https://openalex.org/W4320003279","https://openalex.org/W2326910963","https://openalex.org/W3111008797","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W4205684936","https://openalex.org/W3021806226"],"abstract_inverted_index":{"This":[0],"paper":[1],"is":[2,30,39,70,78],"on":[3],"the":[4,9,62,71,109,136,146,149],"problem":[5],"of":[6,11,17,34,48,73,148],"simultaneously":[7],"identifying":[8],"parameters":[10,107],"an":[12],"aggregate":[13,28,89,114],"thermal":[14,59,106],"dynamic":[15],"model":[16,29,45,93],"a":[18,31,35,85,90,95,102,128],"multi-zone":[19,36],"building":[20,92],"and":[21,38,52,108,156],"unknown":[22,74,110],"disturbances":[23],"from":[24,127],"input-output":[25],"data.":[26],"An":[27],"single-zone":[32],"equivalent":[33],"building,":[37],"useful":[40],"for":[41,112],"many":[42],"purposes,":[43],"including":[44],"based":[46],"control":[47],"large":[49],"heating,":[50],"ventilation":[51],"air":[53],"conditioning":[54],"(HVAC)":[55],"equipment":[56],"that":[57],"delivers":[58],"energy":[60],"to":[61,88,104,124,141],"entire":[63],"building.":[64,130],"A":[65,131],"key":[66,132],"challenge":[67],"in":[68],"identification":[69,122],"presence":[72],"disturbance":[75,111,150],"since":[76],"it":[77],"not":[79],"measurable":[80],"but":[81],"non-negligible.We":[82],"first":[83],"present":[84],"principled":[86],"method":[87,103,138],"multizone":[91],"into":[94],"single":[96],"zone":[97],"model.":[98,116],"We":[99],"then":[100],"provide":[101],"identify":[105],"this":[113],"(single-zone)":[115],"Finally,":[117],"we":[118],"test":[119],"our":[120],"proposed":[121],"algorithm":[123],"data":[125],"generated":[126],"virtual":[129],"insight":[133],"provided":[134],"by":[135],"aggregation":[137],"allows":[139],"us":[140],"recognize":[142],"under":[143],"what":[144],"conditions":[145],"estimation":[147],"signal":[151],"will":[152],"be":[153],"necessarily":[154],"poor":[155],"uncertain.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}