{"id":"https://openalex.org/W2007736427","doi":"https://doi.org/10.1109/icca.2013.6565010","title":"Multi-zone temperature prediction in a commercial building using artificial neural network model","display_name":"Multi-zone temperature prediction in a commercial building using artificial neural network model","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2007736427","doi":"https://doi.org/10.1109/icca.2013.6565010","mag":"2007736427"},"language":"en","primary_location":{"id":"doi:10.1109/icca.2013.6565010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca.2013.6565010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th IEEE International Conference on Control and Automation (ICCA)","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/A5101667364","display_name":"Hao Huang","orcid":"https://orcid.org/0000-0002-9131-5854"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Hao Huang","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100689319","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0002-2269-2912"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Lei Chen","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020356997","display_name":"Morteza Mohammadzaheri","orcid":"https://orcid.org/0000-0002-8187-6375"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Morteza Mohammadzaheri","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086767884","display_name":"Eric Hu","orcid":"https://orcid.org/0000-0002-7390-0961"},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eric Hu","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067378947","display_name":"Minlei Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I5681781","display_name":"University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Minlei Chen","raw_affiliation_strings":["Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, University of Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]},{"raw_affiliation_string":"Fac. of Mech. Eng., Univ. of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I5681781"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101667364"],"corresponding_institution_ids":["https://openalex.org/I5681781"],"apc_list":null,"apc_paid":null,"fwci":5.115,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.94451477,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1896","last_page":"1901"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9997000098228455,"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":0.9997000098228455,"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/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9733999967575073,"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"}},{"id":"https://openalex.org/T10766","display_name":"Urban Heat Island Mitigation","score":0.9354000091552734,"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/hvac","display_name":"HVAC","score":0.8402880430221558},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7623850107192993},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5949780941009521},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.46609488129615784},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4263027012348175},{"id":"https://openalex.org/keywords/building-management-system","display_name":"Building management system","score":0.4206184148788452},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.412193238735199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3680329918861389},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3419332802295685},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.29572147130966187},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2755317986011505},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.18158608675003052}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8402880430221558},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7623850107192993},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5949780941009521},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.46609488129615784},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4263027012348175},{"id":"https://openalex.org/C106527866","wikidata":"https://www.wikidata.org/wiki/Q1489497","display_name":"Building management system","level":3,"score":0.4206184148788452},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.412193238735199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3680329918861389},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3419332802295685},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.29572147130966187},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2755317986011505},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.18158608675003052},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icca.2013.6565010","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca.2013.6565010","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th IEEE International Conference on Control and Automation (ICCA)","raw_type":"proceedings-article"},{"id":"pmh:oai:digital.library.adelaide.edu.au:2440/81382","is_oa":false,"landing_page_url":"http://hdl.handle.net/2440/81382","pdf_url":null,"source":{"id":"https://openalex.org/S4306401835","display_name":"Adelaide Research & Scholarship (AR&S) (University of Adelaide)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5681781","host_organization_name":"The University of Adelaide","host_organization_lineage":["https://openalex.org/I5681781"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://dx.doi.org/10.1109/icca.2013.6565010","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1967263267","https://openalex.org/W2003431878","https://openalex.org/W2012809969","https://openalex.org/W2015960216","https://openalex.org/W2019348145","https://openalex.org/W2019919399","https://openalex.org/W2021640400","https://openalex.org/W2029912855","https://openalex.org/W2035174181","https://openalex.org/W2040102454","https://openalex.org/W2057359760","https://openalex.org/W2075491568","https://openalex.org/W2082756984","https://openalex.org/W2111528621","https://openalex.org/W2140861990","https://openalex.org/W2166313543","https://openalex.org/W2168361459","https://openalex.org/W4233541504"],"related_works":["https://openalex.org/W2538009942","https://openalex.org/W2104957212","https://openalex.org/W2332573992","https://openalex.org/W2047850243","https://openalex.org/W2329485921","https://openalex.org/W2610951131","https://openalex.org/W2003408565","https://openalex.org/W4391342855","https://openalex.org/W2399802329","https://openalex.org/W2968178265"],"abstract_inverted_index":{"Predicting":[0],"temperature":[1,125],"in":[2,49],"buildings":[3,32],"equiped":[4],"with":[5,93],"Heating,":[6],"ventilation":[7],"and":[8,39,123,127],"air-conditioning":[9],"(HVAC)":[10],"systems":[11],"is":[12,27],"a":[13,20,55,75,84],"crucial":[14],"step":[15],"to":[16,52,119],"take":[17],"when":[18,108],"implementing":[19],"model":[21],"predictive":[22],"control":[23],"(MPC).":[24],"This":[25],"prediction":[26,102,126],"also":[28],"challenging":[29],"because":[30],"the":[31,61,81,101,109],"themselves":[33],"are":[34],"nonlinear,":[35],"have":[36,46,64],"many":[37],"uncertainties":[38],"strongly":[40],"coupled.":[41],"Artificial":[42],"neural":[43],"networks":[44],"(ANNs)":[45],"been":[47],"used":[48,118],"previous":[50],"studies":[51,62],"solve":[53],"such":[54],"modeling":[56,70,78,82],"problem.":[57],"Unlike":[58],"most":[59],"of":[60],"that":[63,100],"only":[65],"considered":[66],"small-scale,":[67],"single":[68],"zone":[69],"task,":[71],"this":[72],"paper":[73],"presents":[74],"novel":[76],"ANN":[77,91],"method":[79],"for":[80],"inside":[83],"real":[85],"world":[86],"multi-zone":[87,124],"building.":[88],"By":[89],"comparing":[90],"models":[92,116],"different":[94],"input":[95],"variables,":[96],"it":[97],"was":[98],"found":[99],"accuracies":[103],"can":[104],"be":[105],"greatly":[106],"improved":[107],"thermal":[110],"interactions":[111],"were":[112,117],"considered.":[113],"The":[114],"proposed":[115],"perform":[120],"both":[121],"single-zone":[122],"achieved":[128],"very":[129],"good":[130],"accuracies.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
