{"id":"https://openalex.org/W2903667954","doi":"https://doi.org/10.1109/isgteurope.2018.8571807","title":"Model Identification of HVAC Systems for Office Buildings Considering Real Environment","display_name":"Model Identification of HVAC Systems for Office Buildings Considering Real Environment","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2903667954","doi":"https://doi.org/10.1109/isgteurope.2018.8571807","mag":"2903667954"},"language":"en","primary_location":{"id":"doi:10.1109/isgteurope.2018.8571807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","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/A5014017482","display_name":"Takuma Kogo","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Takuma Kogo","raw_affiliation_strings":["Data Science Research Laboratories, NEC Corporation"],"affiliations":[{"raw_affiliation_string":"Data Science Research Laboratories, NEC Corporation","institution_ids":["https://openalex.org/I118347220"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072580272","display_name":"Alexander Viehweider","orcid":null},"institutions":[{"id":"https://openalex.org/I118347220","display_name":"NEC (Japan)","ror":"https://ror.org/04jndar25","country_code":"JP","type":"company","lineage":["https://openalex.org/I118347220"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Alexander Viehweider","raw_affiliation_strings":["Data Science Research Laboratories, NEC Corporation"],"affiliations":[{"raw_affiliation_string":"Data Science Research Laboratories, NEC Corporation","institution_ids":["https://openalex.org/I118347220"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5014017482"],"corresponding_institution_ids":["https://openalex.org/I118347220"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16704527,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":1.0,"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":1.0,"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":0.9804999828338623,"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"}},{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.9654016494750977},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7718154191970825},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.6149950623512268},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5710871815681458},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.5266261696815491},{"id":"https://openalex.org/keywords/building-model","display_name":"Building model","score":0.5049832463264465},{"id":"https://openalex.org/keywords/building-automation","display_name":"Building automation","score":0.5022523403167725},{"id":"https://openalex.org/keywords/ventilation","display_name":"Ventilation (architecture)","score":0.47099751234054565},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4259680509567261},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32913562655448914},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32631778717041016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2601643204689026},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.20889875292778015},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16014426946640015},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08074656128883362}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.9654016494750977},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7718154191970825},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.6149950623512268},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5710871815681458},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.5266261696815491},{"id":"https://openalex.org/C2778530916","wikidata":"https://www.wikidata.org/wiki/Q1352349","display_name":"Building model","level":2,"score":0.5049832463264465},{"id":"https://openalex.org/C83931994","wikidata":"https://www.wikidata.org/wiki/Q1149653","display_name":"Building automation","level":2,"score":0.5022523403167725},{"id":"https://openalex.org/C200457457","wikidata":"https://www.wikidata.org/wiki/Q584049","display_name":"Ventilation (architecture)","level":2,"score":0.47099751234054565},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4259680509567261},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32913562655448914},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32631778717041016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2601643204689026},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.20889875292778015},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16014426946640015},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08074656128883362},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isgteurope.2018.8571807","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isgteurope.2018.8571807","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8500000238418579}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1595159159","https://openalex.org/W2003408565","https://openalex.org/W2018386036","https://openalex.org/W2034282302","https://openalex.org/W2046033161","https://openalex.org/W2056187344","https://openalex.org/W2072499525","https://openalex.org/W2092792488","https://openalex.org/W2137226992","https://openalex.org/W2156194072","https://openalex.org/W2164432277","https://openalex.org/W2514990232","https://openalex.org/W2735604903","https://openalex.org/W6680532697"],"related_works":["https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W3021806226","https://openalex.org/W2749654269","https://openalex.org/W2329485921","https://openalex.org/W4382295283","https://openalex.org/W2903667954","https://openalex.org/W2076253692","https://openalex.org/W4386963612","https://openalex.org/W4299596097"],"abstract_inverted_index":{"We":[0,132],"propose":[1],"two":[2,87],"schemes":[3,88],"for":[4,10,23,89,141],"identifying":[5],"the":[6,40,56,74,86,94,103,119,147],"parameters":[7],"of":[8,16,43,51,58,64,77,100,105,107,139,150],"models":[9],"predicting":[11,122],"temperatures":[12],"in":[13,62,121],"multiple":[14],"zones":[15],"office":[17,60,114,130],"buildings.":[18,115],"Real":[19],"environments":[20],"are":[21,109],"considered":[22],"model":[24,50],"predictive":[25],"control":[26],"(MPC)":[27],"used":[28,155],"to":[29,66],"energy-efficiently":[30],"operate":[31],"heating,":[32],"ventilation,":[33],"and":[34,55,72,102,145],"air":[35],"conditioning":[36],"(HVAC)":[37],"systems.":[38],"In":[39],"first":[41],"part":[42,84],"this":[44],"paper,":[45],"we":[46,117],"describe":[47],"a":[48,128,134],"system":[49,54],"an":[52],"HVAC":[53],"conditions":[57],"real":[59,129],"buildings":[61],"terms":[63],"how":[65],"estimate":[67],"internal":[68],"heat":[69],"gain":[70],"(IHG)":[71],"reduce":[73],"negative":[75],"effects":[76],"uncertainties,":[78],"including":[79],"measurement":[80],"bias.":[81],"The":[82],"following":[83],"shows":[85],"solving":[90],"these":[91],"challenges":[92],"with":[93,124],"key":[95],"idea":[96],"that":[97],"typical":[98],"patterns":[99],"IHG":[101],"degree":[104],"influence":[106],"uncertainties":[108],"known":[110],"when":[111],"focusing":[112],"on":[113],"Furthermore,":[116],"evaluated":[118],"error":[120,137],"temperature":[123],"data":[125],"measured":[126],"from":[127],"building.":[131],"achieved":[133],"mean":[135],"absolute":[136],"(MAE)":[138],"0.36-0.37\u00b0C":[140],"1-day":[142],"ahead":[143],"prediction":[144],"improved":[146],"standard":[148],"deviation":[149],"MAE":[151],"(27.0%),":[152],"which":[153],"was":[154],"as":[156],"robustness":[157],"measure.":[158]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}