{"id":"https://openalex.org/W2317059258","doi":"https://doi.org/10.3233/ifs-152006","title":"Sensor selection in neuro-fuzzy modelling and fault diagnosis in HVAC system","display_name":"Sensor selection in neuro-fuzzy modelling and fault diagnosis in HVAC system","publication_year":2016,"publication_date":"2016-03-10","ids":{"openalex":"https://openalex.org/W2317059258","doi":"https://doi.org/10.3233/ifs-152006","mag":"2317059258"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-152006","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-152006","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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":"Journal of Intelligent &amp; Fuzzy Systems","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/A5016437592","display_name":"Yimin Zhou","orcid":"https://orcid.org/0000-0003-2337-776X"},"institutions":[{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]},{"id":"https://openalex.org/I143804889","display_name":"Loughborough University","ror":"https://ror.org/04vg4w365","country_code":"GB","type":"education","lineage":["https://openalex.org/I143804889"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Yimin Zhou","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, Loughborough University, LE11 3TU, UK","Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Loughborough University, LE11 3TU, UK","institution_ids":["https://openalex.org/I143804889"]},{"raw_affiliation_string":"Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I4210145761"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016437592"],"corresponding_institution_ids":["https://openalex.org/I143804889","https://openalex.org/I4210145761"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.01475368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"30","issue":"4","first_page":"2365","last_page":"2381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10320","display_name":"Neural Networks and Applications","score":0.986299991607666,"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/T11236","display_name":"Control Systems and Identification","score":0.9789999723434448,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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":0.8214412927627563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7204394936561584},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6459223031997681},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6079639196395874},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5297654271125793},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5133518576622009},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4878852367401123},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43001458048820496},{"id":"https://openalex.org/keywords/model-selection","display_name":"Model selection","score":0.42887288331985474},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.3377496302127838},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33742058277130127},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.3218453824520111},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2750072479248047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.260503351688385},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.21666651964187622},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1509055495262146}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8214412927627563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7204394936561584},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6459223031997681},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6079639196395874},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5297654271125793},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5133518576622009},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4878852367401123},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43001458048820496},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.42887288331985474},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3377496302127838},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33742058277130127},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.3218453824520111},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2750072479248047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.260503351688385},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.21666651964187622},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1509055495262146},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"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/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ifs-152006","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-152006","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"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":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320326705","display_name":"Science, Technology and Innovation Commission of Shenzhen Municipality","ror":null},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W326624365","https://openalex.org/W1487352150","https://openalex.org/W1490891821","https://openalex.org/W1528327111","https://openalex.org/W1540723801","https://openalex.org/W1547206117","https://openalex.org/W1584370043","https://openalex.org/W1586169328","https://openalex.org/W1963646571","https://openalex.org/W1970452021","https://openalex.org/W1972667256","https://openalex.org/W1978129667","https://openalex.org/W1981494355","https://openalex.org/W1982126207","https://openalex.org/W1985597797","https://openalex.org/W1985711200","https://openalex.org/W1988140352","https://openalex.org/W1990067914","https://openalex.org/W1993579690","https://openalex.org/W2005177243","https://openalex.org/W2010706128","https://openalex.org/W2017297084","https://openalex.org/W2029581897","https://openalex.org/W2047777882","https://openalex.org/W2052753404","https://openalex.org/W2074694731","https://openalex.org/W2089175320","https://openalex.org/W2093625069","https://openalex.org/W2101936703","https://openalex.org/W2105173156","https://openalex.org/W2105770188","https://openalex.org/W2109981292","https://openalex.org/W2121988462","https://openalex.org/W2122373438","https://openalex.org/W2129414281","https://openalex.org/W2129645442","https://openalex.org/W2130520864","https://openalex.org/W2133326537","https://openalex.org/W2162239198","https://openalex.org/W2166423871","https://openalex.org/W2169207653","https://openalex.org/W4235457221","https://openalex.org/W6632847012","https://openalex.org/W7011016838"],"related_works":["https://openalex.org/W2112866972","https://openalex.org/W4240233711","https://openalex.org/W2900606913","https://openalex.org/W4320003279","https://openalex.org/W2326910963","https://openalex.org/W3111008797","https://openalex.org/W4287552621","https://openalex.org/W593427938","https://openalex.org/W4376649626","https://openalex.org/W2722976896"],"abstract_inverted_index":{"Neuro-fuzzy":[0],"modelling":[1,19,35],"is":[2,36,54,75,91,135],"a":[3,105,112,138],"promising":[4],"method":[5],"to":[6,65],"deal":[7,22],"with":[8,23,98],"large-scale":[9],"and":[10,20,28,46,69,148],"nonlinear":[11],"dynamic":[12],"systems.":[13],"It":[14],"can":[15,95],"avoid":[16],"the":[17,24,31,39,52,58,61,67,73,83,89,99,117,146],"physical":[18],"only":[21,82],"measurements":[25],"of":[26,30,38,41,51,60,85],"inputs":[27],"outputs":[29],"system.":[32],"Generally,":[33],"neuro-fuzzy":[34],"composed":[37],"selection":[40,84,144],"model":[42,47,53,74,90,147],"structure,":[43],"paramete":[44],"rs":[45],"validation.":[48],"The":[49],"quality":[50,59],"largely":[55],"dependent":[56],"on":[57],"training":[62],"data.":[63],"How":[64],"select":[66],"input":[68,87,142],"output":[70],"variables":[71],"in":[72,88,108,116,124,133,145],"quite":[76],"important.":[77],"In":[78],"this":[79],"paper,":[80],"not":[81],"sensor":[86,113],"discussed":[92],"but":[93],"faults":[94],"be":[96,121],"diagnosed":[97],"developed":[100],"model.":[101],"Sensor":[102],"measurement":[103],"plays":[104],"key":[106],"role":[107],"system":[109],"monitoring.":[110],"Once":[111],"fault":[114,149],"occurs":[115],"system,":[118],"it":[119],"should":[120],"detected":[122],"immediately":[123],"case":[125,139],"major":[126],"catastrophe":[127],"happens.":[128],"A":[129],"cooling":[130],"coil":[131],"subsystem":[132],"HVAC":[134],"used":[136],"as":[137],"study":[140],"for":[141],"parameter":[143],"diagnosis.":[150]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
