{"id":"https://openalex.org/W4415671359","doi":"https://doi.org/10.1177/18724981251390975","title":"An improved SABO-optimized interval type-2 fuzzy logic controller for HVAC systems","display_name":"An improved SABO-optimized interval type-2 fuzzy logic controller for HVAC systems","publication_year":2025,"publication_date":"2025-10-29","ids":{"openalex":"https://openalex.org/W4415671359","doi":"https://doi.org/10.1177/18724981251390975"},"language":"en","primary_location":{"id":"doi:10.1177/18724981251390975","is_oa":false,"landing_page_url":"https://doi.org/10.1177/18724981251390975","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-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/A5004481600","display_name":"Zuqiang Long","orcid":"https://orcid.org/0000-0001-9806-5707"},"institutions":[{"id":"https://openalex.org/I149735164","display_name":"Hengyang Normal University","ror":"https://ror.org/006bvjm48","country_code":"CN","type":"education","lineage":["https://openalex.org/I149735164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuqiang Long","raw_affiliation_strings":["Hengyang Normal University, Hengyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hengyang Normal University, Hengyang, China","institution_ids":["https://openalex.org/I149735164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020071233","display_name":"Ke Sun","orcid":"https://orcid.org/0000-0002-1755-8962"},"institutions":[{"id":"https://openalex.org/I149735164","display_name":"Hengyang Normal University","ror":"https://ror.org/006bvjm48","country_code":"CN","type":"education","lineage":["https://openalex.org/I149735164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Sun","raw_affiliation_strings":["Hengyang Normal University, Hengyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hengyang Normal University, Hengyang, China","institution_ids":["https://openalex.org/I149735164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082725600","display_name":"Boxia Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I149735164","display_name":"Hengyang Normal University","ror":"https://ror.org/006bvjm48","country_code":"CN","type":"education","lineage":["https://openalex.org/I149735164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Boxia Hu","raw_affiliation_strings":["Hengyang Normal University, Hengyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hengyang Normal University, Hengyang, China","institution_ids":["https://openalex.org/I149735164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078276870","display_name":"Ziyao Li","orcid":"https://orcid.org/0000-0003-0955-8265"},"institutions":[{"id":"https://openalex.org/I149735164","display_name":"Hengyang Normal University","ror":"https://ror.org/006bvjm48","country_code":"CN","type":"education","lineage":["https://openalex.org/I149735164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyao Li","raw_affiliation_strings":["Hengyang Normal University, Hengyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hengyang Normal University, Hengyang, China","institution_ids":["https://openalex.org/I149735164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020071233","https://openalex.org/A5082725600"],"corresponding_institution_ids":["https://openalex.org/I149735164"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15709872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"19","issue":"6","first_page":"3628","last_page":"3645"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.8981999754905701,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.8981999754905701,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.016899999231100082,"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/T14098","display_name":"Energy Efficiency in Computing","score":0.00559999980032444,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7558000087738037},{"id":"https://openalex.org/keywords/hvac","display_name":"HVAC","score":0.6430000066757202},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5688999891281128},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5512999892234802},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.546500027179718},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5271999835968018},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.503000020980835},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.45879998803138733},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.42489999532699585}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7558000087738037},{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.6430000066757202},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5688999891281128},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5512999892234802},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.546500027179718},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5271999835968018},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5249999761581421},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.503000020980835},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.45879998803138733},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.42489999532699585},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.4189999997615814},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.38040000200271606},{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.34950000047683716},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3361000120639801},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.33000001311302185},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.3028999865055084},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.29829999804496765},{"id":"https://openalex.org/C191252586","wikidata":"https://www.wikidata.org/wiki/Q1671453","display_name":"Interval arithmetic","level":3,"score":0.29670000076293945},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.29499998688697815},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.2904999852180481},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2711000144481659},{"id":"https://openalex.org/C131584629","wikidata":"https://www.wikidata.org/wiki/Q4308705","display_name":"Coupling (piping)","level":2,"score":0.26919999718666077},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.2531000077724457},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.25110000371932983},{"id":"https://openalex.org/C133913538","wikidata":"https://www.wikidata.org/wiki/Q774514","display_name":"Thermal comfort","level":2,"score":0.25099998712539673},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/18724981251390975","is_oa":false,"landing_page_url":"https://doi.org/10.1177/18724981251390975","pdf_url":null,"source":{"id":"https://openalex.org/S119727669","display_name":"Intelligent Decision Technologies","issn_l":"1872-4981","issn":["1872-4981","1875-8843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Intelligent Decision Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3368468600","display_name":null,"funder_award_id":"2022JJ30104","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G5743291700","display_name":null,"funder_award_id":"2023QD26","funder_id":"https://openalex.org/F4320324857","funder_display_name":"Hengyang Normal University"},{"id":"https://openalex.org/G6626116289","display_name":null,"funder_award_id":"21A0439","funder_id":"https://openalex.org/F4320333642","funder_display_name":"Scientific Research Foundation of Hunan Provincial Education Department"}],"funders":[{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320324857","display_name":"Hengyang Normal University","ror":"https://ror.org/006bvjm48"},{"id":"https://openalex.org/F4320333642","display_name":"Scientific Research Foundation of Hunan Provincial Education Department","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1973944436","https://openalex.org/W1974496808","https://openalex.org/W2001413962","https://openalex.org/W2072506331","https://openalex.org/W2078443809","https://openalex.org/W2100855294","https://openalex.org/W2141178894","https://openalex.org/W2151554678","https://openalex.org/W2152195021","https://openalex.org/W2290883490","https://openalex.org/W2762522713","https://openalex.org/W2790336283","https://openalex.org/W2999934768","https://openalex.org/W3002098564","https://openalex.org/W3006426653","https://openalex.org/W3037699205","https://openalex.org/W3083695734","https://openalex.org/W3160542544","https://openalex.org/W3176384504","https://openalex.org/W4220700739","https://openalex.org/W4318200368","https://openalex.org/W4362665748","https://openalex.org/W4385344091","https://openalex.org/W4387667583","https://openalex.org/W4391896470","https://openalex.org/W4401159130","https://openalex.org/W4404949821","https://openalex.org/W4407718495"],"related_works":[],"abstract_inverted_index":{"Heating,":[0],"ventilation,":[1],"and":[2,34,45,96,120,157],"air":[3],"conditioning":[4],"(HVAC)":[5],"systems":[6],"account":[7],"for":[8],"a":[9],"substantial":[10],"proportion":[11],"of":[12,49,73,132,139],"global":[13],"energy":[14,25,32,158],"consumption.":[15],"While":[16],"numerous":[17],"control":[18],"strategies":[19],"have":[20],"been":[21],"developed":[22],"to":[23,30,39,83,107,148,155],"reduce":[24],"consumption,":[26],"conventional":[27,79,166],"methods":[28,80],"fail":[29,82],"balance":[31],"efficiency":[33],"thermal":[35],"comfort":[36],"effectively":[37],"due":[38],"the":[40,70,125,133,137,140],"inherent":[41],"nonlinearities,":[42],"time-varying":[43],"dynamics,":[44],"multivariable":[46],"coupling":[47],"effects":[48],"HVAC":[50],"systems.":[51],"Although":[52],"interval":[53],"type-2":[54],"fuzzy":[55,167],"logic":[56],"controllers":[57],"(IT2":[58],"FLCs)":[59],"can":[60],"mitigate":[61],"such":[62],"uncertainties,":[63],"their":[64],"performance":[65],"is":[66,160],"critically":[67],"dependent":[68],"on":[69],"optimal":[71],"configuration":[72],"membership":[74],"function":[75],"(MF)":[76],"parameters,":[77],"which":[78],"often":[81],"achieve.":[84],"To":[85],"address":[86],"these":[87],"issues,":[88],"this":[89],"paper":[90],"proposes":[91],"an":[92,98],"HVAC-adapted":[93],"IT2":[94],"FLC":[95],"develops":[97],"improved":[99],"subtraction-average-based":[100,127],"optimization":[101,128],"algorithm":[102],"(ISABO)":[103],"with":[104,165],"adaptive":[105],"mechanisms":[106],"enhance":[108],"MF":[109],"parameter":[110],"tuning.":[111],"Benchmark":[112],"tests":[113],"demonstrate":[114],"that":[115],"ISABO":[116],"achieves":[117],"faster":[118],"convergence":[119],"higher":[121],"solution":[122],"accuracy":[123],"than":[124],"original":[126],"algorithm.":[129],"The":[130],"results":[131],"simulation":[134],"experiments":[135],"verify":[136],"superiority":[138],"proposed":[141],"method:":[142],"temperature":[143],"tracking":[144],"errors":[145],"are":[146],"reduced":[147],"near-zero":[149],"values,":[150],"humidity":[151],"ratio":[152],"deviations":[153],"decrease":[154],"2.8%,":[156],"consumption":[159],"lowered":[161],"by":[162],"22.8%":[163],"compared":[164],"controllers.":[168]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-29T00:00:00"}
