{"id":"https://openalex.org/W2077589412","doi":"https://doi.org/10.1109/acc.2010.5531035","title":"An integrated approach to occupancy modeling and estimation in commercial buildings","display_name":"An integrated approach to occupancy modeling and estimation in commercial buildings","publication_year":2010,"publication_date":"2010-06-01","ids":{"openalex":"https://openalex.org/W2077589412","doi":"https://doi.org/10.1109/acc.2010.5531035","mag":"2077589412"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2010.5531035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2010.5531035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 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/A5056665779","display_name":"Chenda Liao","orcid":null},"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":"Chenda Liao","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA","Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]},{"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":"P Barooah","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA","Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of Florida, Gainesville, FL, USA","institution_ids":["https://openalex.org/I33213144"]},{"raw_affiliation_string":"Department of Mechanical & Aerospace Engineering, University of Florida, Gainesville, USA","institution_ids":["https://openalex.org/I33213144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":13.9946,"has_fulltext":false,"cited_by_count":108,"citation_normalized_percentile":{"value":0.9887443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"3130","last_page":"3135"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.998199999332428,"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":0.998199999332428,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10524","display_name":"Traffic control and management","score":0.9222999811172485,"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/occupancy","display_name":"Occupancy","score":0.9628783464431763},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.6902333498001099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6673132181167603},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5730025768280029},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5587363839149475},{"id":"https://openalex.org/keywords/building-model","display_name":"Building model","score":0.5197184085845947},{"id":"https://openalex.org/keywords/graphical-model","display_name":"Graphical model","score":0.4604957401752472},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4368916153907776},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4162417948246002},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.41241922974586487},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.38274329900741577},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33692118525505066},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3271542191505432},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22006505727767944},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21811345219612122},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.0780307948589325},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0711933970451355}],"concepts":[{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.9628783464431763},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.6902333498001099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6673132181167603},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5730025768280029},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5587363839149475},{"id":"https://openalex.org/C2778530916","wikidata":"https://www.wikidata.org/wiki/Q1352349","display_name":"Building model","level":2,"score":0.5197184085845947},{"id":"https://openalex.org/C155846161","wikidata":"https://www.wikidata.org/wiki/Q1143367","display_name":"Graphical model","level":2,"score":0.4604957401752472},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4368916153907776},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4162417948246002},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.41241922974586487},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.38274329900741577},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33692118525505066},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3271542191505432},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22006505727767944},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21811345219612122},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0780307948589325},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0711933970451355},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/acc.2010.5531035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2010.5531035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2010 American Control Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.702.1498","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.702.1498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://plaza.ufl.edu/cdliao/document/tech_report/ACCpaper_final_tech_report.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1489925930","https://openalex.org/W1520053542","https://openalex.org/W1588357372","https://openalex.org/W1963874202","https://openalex.org/W1985029979","https://openalex.org/W1987368804","https://openalex.org/W2027334289","https://openalex.org/W2028527394","https://openalex.org/W2049176600","https://openalex.org/W2088088467","https://openalex.org/W2136369753","https://openalex.org/W2147242149","https://openalex.org/W2172022323","https://openalex.org/W2466579956","https://openalex.org/W2533295559"],"related_works":["https://openalex.org/W4282043467","https://openalex.org/W2105697914","https://openalex.org/W3093197249","https://openalex.org/W2736382348","https://openalex.org/W4220947191","https://openalex.org/W2034320279","https://openalex.org/W2077589412","https://openalex.org/W2186737988","https://openalex.org/W2039105817","https://openalex.org/W2464948348"],"abstract_inverted_index":{"The":[0,131],"problem":[1],"of":[2,5,12,26,82,88,112,116,127,143,178],"real-time":[3],"estimation":[4,87],"occupancy":[6,57,83,89,170],"in":[7,14,171],"a":[8,24,91,117,152],"commercial":[9],"building":[10,60],"(number":[11],"people":[13,51],"various":[15],"zones":[16],"at":[17],"every":[18],"time":[19],"instant)":[20],"is":[21,65,74,90,134],"relevant":[22],"to":[23,42,77,108,167],"number":[25],"emerging":[27],"applications,":[28],"such":[29],"as":[30],"green":[31],"buildings":[32],"that":[33,50],"achieve":[34],"high":[35,44],"energy":[36],"efficiency":[37],"through":[38],"feedback":[39],"control.":[40],"Due":[41,76],"the":[43,59,78,110,114,128,140,158,163,172,176,179],"deployment":[45],"cost":[46],"and":[47,86,119,146],"large":[48],"errors":[49],"counting":[52],"sensors":[53,63,154],"suffer":[54],"from,":[55],"measuring":[56],"throughout":[58],"accurately":[61],"from":[62,124,151],"alone":[64],"not":[66],"feasible.":[67],"Fusing":[68],"sensor":[69,137],"data":[70,138],"with":[71,136,157],"model":[72,107,133,160],"predictions":[73,161],"essential.":[75],"highly":[79],"uncertain":[80],"nature":[81],"dynamics,":[84],"modeling":[85],"challenging":[92],"problem.":[93],"This":[94],"paper":[95],"makes":[96],"two":[97],"contributions":[98],"toward":[99],"addressing":[100],"these":[101],"challenges.":[102],"We":[103],"develop":[104],"an":[105],"agent-based":[106,129,132],"simulate":[109],"behavior":[111],"all":[113],"occupants":[115],"building,":[118],"extract":[120],"reduced-order":[121],"graphical":[122,159],"models":[123],"Monte-Carlo":[125],"simulations":[126],"model.":[130],"validated":[135],"for":[139],"special":[141],"case":[142],"one":[144,147],"room":[145],"occupant.":[148],"Noisy":[149],"measurements":[150],"few":[153],"are":[155],"fused":[156],"using":[162],"classical":[164],"LMV":[165],"estimator":[166],"estimate":[168],"room-level":[169],"building.":[173],"Simulations":[174],"illustrate":[175],"effectiveness":[177],"proposed":[180],"method.":[181]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":18},{"year":2013,"cited_by_count":9},{"year":2012,"cited_by_count":8}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
