{"id":"https://openalex.org/W4400446752","doi":"https://doi.org/10.1145/3632775.3662163","title":"Improving Reduced-Order Building Modeling: Integration of Occupant Patterns for Reducing Energy Consumption","display_name":"Improving Reduced-Order Building Modeling: Integration of Occupant Patterns for Reducing Energy Consumption","publication_year":2024,"publication_date":"2024-05-31","ids":{"openalex":"https://openalex.org/W4400446752","doi":"https://doi.org/10.1145/3632775.3662163"},"language":"en","primary_location":{"id":"doi:10.1145/3632775.3662163","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632775.3662163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 15th ACM International Conference on Future and Sustainable Energy Systems","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/A5037698621","display_name":"Jovana Kova\u010devi\u0107","orcid":"https://orcid.org/0009-0008-7182-8098"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jovana Kova\u010devi\u0107","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0009-0008-7182-8098","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101843726","display_name":"Li Chang","orcid":"https://orcid.org/0009-0001-7694-6367"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Chang Li","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0009-0001-7694-6367","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066643183","display_name":"Kevin F\u00f6rderer","orcid":"https://orcid.org/0000-0002-9115-670X"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kevin F\u00f6rderer","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9115-670X","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072839884","display_name":"H\u00fcseyin \u00c7akmak","orcid":"https://orcid.org/0000-0002-1463-7606"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"H\u00fcseyin K. \u00c7akmak","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1463-7606","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014228448","display_name":"Veit Hagenmeyer","orcid":"https://orcid.org/0000-0002-3572-9083"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Veit Hagenmeyer","raw_affiliation_strings":["Karlsruhe Institute of Technology, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3572-9083","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute of Technology, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037698621"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.2537,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.53531469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"569","last_page":"579"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9990000128746033,"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":0.9990000128746033,"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/T11371","display_name":"Wind and Air Flow Studies","score":0.9690999984741211,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.705010712146759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5553370118141174},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5414687395095825},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.515330970287323},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.1885310709476471},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1411716341972351},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0944114625453949}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.705010712146759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5553370118141174},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5414687395095825},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.515330970287323},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.1885310709476471},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1411716341972351},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0944114625453949},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3632775.3662163","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3632775.3662163","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 15th ACM International Conference on Future and Sustainable Energy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1908007089","https://openalex.org/W2019167870","https://openalex.org/W2291639396","https://openalex.org/W2294973828","https://openalex.org/W2323190869","https://openalex.org/W2562226322","https://openalex.org/W2589546163","https://openalex.org/W2765826837","https://openalex.org/W2766690741","https://openalex.org/W2773069998","https://openalex.org/W2790120880","https://openalex.org/W2808215560","https://openalex.org/W3090789943","https://openalex.org/W3135992763","https://openalex.org/W3158049794","https://openalex.org/W3214840804","https://openalex.org/W3214891097","https://openalex.org/W4220913244","https://openalex.org/W4283576535","https://openalex.org/W4295809805","https://openalex.org/W4310881527","https://openalex.org/W4383213297","https://openalex.org/W4387618929"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,23,84],"accuracy":[1],"in":[2,21,26,53,138,142,188,200],"reduced-order":[3],"building":[4,29,94],"models":[5,30],"affects":[6],"prediction":[7],"of":[8,18,79,103,128,184],"energy":[9,145,198],"consumption":[10],"and":[11,43,73,96,109,149],"indoor":[12,185],"air":[13,186],"temperature":[14,187],"through":[15,146],"the":[16,64,77,101,104,111,115,119,126,129,135,140,152,162,175,194],"quality":[17],"control":[19,205],"strategies":[20],"buildings.":[22],"parameter":[24,65],"identification":[25,122],"grey-box":[27],"thermal":[28],"can":[31],"be":[32],"influenced":[33],"by":[34],"different":[35,69,80],"disturbances":[36],"such":[37],"as":[38],"ambient":[39],"temperature,":[40],"solar":[41],"radiation":[42],"activities":[44],"related":[45],"to":[46,75,99,124,134,151,196],"occupant":[47,81],"behavior.":[48],"To":[49],"tackle":[50],"these":[51],"challenges,":[52],"this":[54],"paper,":[55],"we":[56,178],"propose":[57],"a":[58,91,180],"novel":[59,164],"ensemble":[60,85,130,165],"model":[61,86,95,117,121,177,203],"that":[62],"distinguishes":[63],"estimation":[66],"on":[67,90],"two":[68],"periods:":[70],"working":[71],"days":[72],"weekend,":[74],"advance":[76],"integration":[78],"behavior":[82],"patterns.":[83],"is":[87,159],"developed":[88],"based":[89],"decentralized":[92],"multi-zone":[93],"measurement":[97,153],"data":[98,154],"investigate":[100],"robustness":[102],"proposed":[105,116,163,176],"model.":[106,131],"We":[107],"compare":[108],"discuss":[110],"results":[112],"obtained":[113],"from":[114],"with":[118,170],"classic":[120,136],"approach":[123],"quantify":[125],"performance":[127],"In":[132],"contrast":[133],"model,":[137],"which":[139,192],"difference":[141],"transmission":[143],"heat":[144],"external":[147],"walls":[148],"roof":[150],"over":[155],"five":[156],"experimental":[157],"weeks":[158],"278":[160],"kWh,":[161],"forecast":[166],"method":[167],"outperforms":[168],"it":[169],"only":[171],"132":[172],"kWh.":[173],"With":[174],"obtain":[179],"more":[181],"precise":[182],"forecasting":[183],"all":[189],"considered":[190],"zones,":[191],"has":[193],"potential":[195],"enhance":[197],"reduction":[199],"buildings":[201],"using":[202],"predictive":[204],"strategies.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}