{"id":"https://openalex.org/W2768163603","doi":"https://doi.org/10.5220/0006558904190426","title":"A Neuro-Fuzzy Sugeno-Style HVAC Control System for Balancing Thermal Comfort and Energy Consumption","display_name":"A Neuro-Fuzzy Sugeno-Style HVAC Control System for Balancing Thermal Comfort and Energy Consumption","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2768163603","doi":"https://doi.org/10.5220/0006558904190426","mag":"2768163603"},"language":"en","primary_location":{"id":"doi:10.5220/0006558904190426","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006558904190426","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0006558904190426","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038485647","display_name":"Hoba H. Bakr","orcid":null},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Hoba H. Bakr","raw_affiliation_strings":["University of Kurdistan Hewl\u00ear, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Kurdistan Hewl\u00ear, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073246009","display_name":"Nawzad K. Al-Salihi","orcid":"https://orcid.org/0000-0002-4180-799X"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Nawzad K. Al-Salihi","raw_affiliation_strings":["University of Kurdistan Hewl\u00ear, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Kurdistan Hewl\u00ear, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025848897","display_name":"Oussama H. Hamid","orcid":"https://orcid.org/0000-0002-3780-9116"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Oussama H. Hamid","raw_affiliation_strings":["University of Kurdistan Hewl\u00ear, Iraq"],"affiliations":[{"raw_affiliation_string":"University of Kurdistan Hewl\u00ear, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038485647"],"corresponding_institution_ids":["https://openalex.org/I3151615967"],"apc_list":null,"apc_paid":null,"fwci":0.6852,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.74106968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"426"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9467999935150146,"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":0.9467999935150146,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.7539818286895752},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7247546315193176},{"id":"https://openalex.org/keywords/thermal-comfort","display_name":"Thermal comfort","score":0.6932132244110107},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6312320828437805},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.5513750910758972},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5104162096977234},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.45904889702796936},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.43899211287498474},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3910425305366516},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.39103028178215027},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.3306664228439331},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2647331655025482},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21893882751464844},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.0977470874786377},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.06988230347633362}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.7539818286895752},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7247546315193176},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.6932132244110107},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6312320828437805},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.5513750910758972},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5104162096977234},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.45904889702796936},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.43899211287498474},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3910425305366516},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.39103028178215027},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.3306664228439331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2647331655025482},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21893882751464844},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0977470874786377},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.06988230347633362},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0006558904190426","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006558904190426","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0006558904190426","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0006558904190426","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Joint Conference on Computational Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2357294886","https://openalex.org/W3038059713","https://openalex.org/W4281749375","https://openalex.org/W2079922090","https://openalex.org/W2017084161","https://openalex.org/W4388647520","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W4205684936","https://openalex.org/W3021806226"],"abstract_inverted_index":{"Thermal":[0],"comfort":[1,62],"is":[2],"an":[3],"environmental":[4],"state,":[5],"in":[6,30,135],"which":[7],"humans":[8],"enjoy":[9],"calefactory":[10],"conditions":[11],"while":[12,63],"being":[13],"indoor\r\nand":[14],"wearing":[15],"a":[16,52,71,89],"normal":[17],"amount":[18],"of":[19,36,95,115,138],"clothing.":[20],"To":[21],"achieve":[22],"this,":[23],"the":[24,33,37,43,65,93,96,100,106,116,121,124,136],"indoor":[25,60],"environment\u2019s":[26],"temperature":[27,34,82],"should":[28],"be\r\nadjusted":[29],"accordance":[31],"with":[32,76],"variations":[35],"outdoor":[38],"space,":[39],"taking":[40],"into":[41],"account":[42],"resulting\r\nenergy":[44],"costs.":[45],"We":[46],"studied":[47],"this":[48],"problem":[49],"by":[50],"designing":[51],"neuro-fuzzy":[53],"HVAC":[54],"control":[55],"system":[56,75],"that":[57,91,105],"provides":[58],"a\r\nhigher":[59],"environment":[61],"decreasing":[64],"corresponding":[66],"energy":[67,125],"consumption.":[68],"Our":[69],"controller\r\nutilizes":[70],"Sugeno-style":[72],"fuzzy":[73],"inference":[74],"two":[77],"sensory":[78],"inputs:":[79],"one":[80],"for":[81,123],"and":[83,99,127],"another":[84],"for\r\noccupants\u2019":[85],"motion.":[86,118,140],"It":[87],"outputs":[88],"signal":[90],"represents":[92],"mode":[94],"air":[97,107],"conditioner":[98,108],"compressor\r\nspeed.":[101],"Simulation":[102],"results":[103],"showed":[104],"turns":[109],"off":[110],"automatically":[111],"after":[112],"10":[113],"minutes":[114],"last\r\ndetected":[117],"Furthermore,":[119],"running":[120],"simulations":[122],"consumption":[126],"resulting":[128],"costs,":[129],"both\r\nvariables":[130],"were":[131],"shown":[132],"to":[133],"fall":[134],"absence":[137],"occupants\u2019":[139]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
