{"id":"https://openalex.org/W2550401951","doi":"https://doi.org/10.1109/coase.2016.7743560","title":"On-line fault detection and diagnosis for chiller system","display_name":"On-line fault detection and diagnosis for chiller system","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W2550401951","doi":"https://doi.org/10.1109/coase.2016.7743560","mag":"2550401951"},"language":"en","primary_location":{"id":"doi:10.1109/coase.2016.7743560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2016.7743560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5111239404","display_name":"P. Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"P. Wang","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060566070","display_name":"Robert X. Gao","orcid":"https://orcid.org/0000-0003-3595-3728"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Gao","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, Case Western Reserve University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, Case Western Reserve University","institution_ids":["https://openalex.org/I58956616"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I58956616"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1313","last_page":"1318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9983999729156494,"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":0.9983999729156494,"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/T11220","display_name":"Water Systems and Optimization","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11371","display_name":"Wind and Air Flow Studies","score":0.9916999936103821,"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":0.8084926605224609},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5821059942245483},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.559221625328064},{"id":"https://openalex.org/keywords/chiller","display_name":"Chiller","score":0.5345681309700012},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5135965347290039},{"id":"https://openalex.org/keywords/water-chiller","display_name":"Water chiller","score":0.49623948335647583},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.488264799118042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4748031198978424},{"id":"https://openalex.org/keywords/air-conditioning","display_name":"Air conditioning","score":0.41756486892700195},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.37161773443222046},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32862937450408936},{"id":"https://openalex.org/keywords/refrigerant","display_name":"Refrigerant","score":0.1706429421901703},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.11672946810722351}],"concepts":[{"id":"https://openalex.org/C122346748","wikidata":"https://www.wikidata.org/wiki/Q1798773","display_name":"HVAC","level":3,"score":0.8084926605224609},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5821059942245483},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.559221625328064},{"id":"https://openalex.org/C4638862","wikidata":"https://www.wikidata.org/wiki/Q1501558","display_name":"Chiller","level":2,"score":0.5345681309700012},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5135965347290039},{"id":"https://openalex.org/C182254935","wikidata":"https://www.wikidata.org/wiki/Q1722733","display_name":"Water chiller","level":4,"score":0.49623948335647583},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.488264799118042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4748031198978424},{"id":"https://openalex.org/C103742991","wikidata":"https://www.wikidata.org/wiki/Q173725","display_name":"Air conditioning","level":2,"score":0.41756486892700195},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.37161773443222046},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32862937450408936},{"id":"https://openalex.org/C199499590","wikidata":"https://www.wikidata.org/wiki/Q266790","display_name":"Refrigerant","level":3,"score":0.1706429421901703},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11672946810722351},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C131097465","wikidata":"https://www.wikidata.org/wiki/Q178898","display_name":"Gas compressor","level":2,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/coase.2016.7743560","is_oa":false,"landing_page_url":"https://doi.org/10.1109/coase.2016.7743560","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Automation Science and Engineering (CASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1793352132","https://openalex.org/W2020237557","https://openalex.org/W2043779128","https://openalex.org/W2058160452","https://openalex.org/W2059668481","https://openalex.org/W2083658684","https://openalex.org/W2083899556","https://openalex.org/W2092108053","https://openalex.org/W2096947102","https://openalex.org/W2106544870","https://openalex.org/W2120841219","https://openalex.org/W2158863190","https://openalex.org/W2160337655","https://openalex.org/W2269447449","https://openalex.org/W4249919990"],"related_works":["https://openalex.org/W2333766344","https://openalex.org/W2373084361","https://openalex.org/W3168899032","https://openalex.org/W2019903672","https://openalex.org/W3046823714","https://openalex.org/W2348218441","https://openalex.org/W2765290858","https://openalex.org/W3021806226","https://openalex.org/W4205684936","https://openalex.org/W3174617772"],"abstract_inverted_index":{"Fault":[0],"detection":[1],"and":[2,7,16,36,50,120,151,164,189,197,206],"diagnosis":[3,23],"for":[4,125],"heating,":[5],"ventilation":[6],"air":[8],"conditioning":[9],"system":[10,118],"(HVAC)":[11],"significantly":[12],"impact":[13],"energy":[14],"efficiency":[15],"human":[17],"thermal":[18],"comfort.":[19],"A":[20,82],"model-based":[21],"fault":[22,38,149,162,166],"method":[24,55,174],"is":[25,56,85,129,175,182,190],"presented":[26],"in":[27,44,169,195],"this":[28],"paper":[29],"to":[30,91,136,177,192],"provide":[31],"reliable":[32],"estimation":[33,66],"of":[34,47,77,98,144,156,186],"multiple":[35],"simultaneous":[37],"conditions":[39],"at":[40],"the":[41,45,74,93,114,123,133,148,170,187],"component":[42],"level,":[43],"presence":[46],"measurement":[48],"noisy":[49],"time-varying":[51],"operation":[52,75,99],"conditions.":[53],"The":[54,172],"based":[57],"on":[58,112],"particle":[59],"filtering":[60],"(PF),":[61],"a":[62,102,178,183],"Bayesian":[63],"nonlinear":[64],"joint-state-and-parameter":[65],"technique,":[67],"with":[68],"physical":[69],"health":[70,94,127],"parameters":[71,95],"that":[72],"describe":[73],"status":[76],"HVAC":[78],"components":[79],"as":[80,96,201],"input.":[81],"reference":[83,141],"model":[84],"established":[86],"first":[87],"under":[88],"nominal":[89],"situation":[90],"express":[92],"functions":[97],"conditions,":[100],"through":[101],"kernel-based":[103],"partial":[104],"least":[105],"square":[106],"method,":[107],"which":[108,181],"demonstrates":[109],"strong":[110],"capability":[111],"revealing":[113],"underlying":[115],"connections":[116],"between":[117],"outputs":[119],"inputs.":[121],"Subsequently,":[122],"residual":[124],"each":[126],"parameter":[128],"generated":[130],"by":[131,140,159],"comparing":[132],"measured":[134],"value":[135],"its":[137],"benchmark":[138],"provided":[139],"models.":[142],"Variations":[143],"these":[145],"residuals":[146,157],"reveal":[147],"location":[150],"type.":[152],"In":[153],"addition,":[154],"trending":[155],"enabled":[158],"PF":[160],"evaluates":[161],"severity":[163],"predict":[165],"deterioration":[167],"rate":[168],"future.":[171],"developed":[173],"applied":[176],"chiller":[179],"plant,":[180],"critical":[184],"sub-system":[185],"HVAC,":[188],"shown":[191],"be":[193],"effective":[194],"identifying":[196],"tracking":[198],"faults,":[199],"such":[200],"condenser":[202],"fouling,":[203],"refrigerant":[204],"leakage,":[205],"reduced":[207],"evaporator":[208],"water":[209],"flow.":[210]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
