{"id":"https://openalex.org/W2124001841","doi":"https://doi.org/10.1109/icsmc.2004.1398300","title":"Model extraction for fault isolation","display_name":"Model extraction for fault isolation","publication_year":2005,"publication_date":"2005-04-06","ids":{"openalex":"https://openalex.org/W2124001841","doi":"https://doi.org/10.1109/icsmc.2004.1398300","mag":"2124001841"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2004.1398300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1398300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583)","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/A5057522209","display_name":"Rattikorn Hewett","orcid":"https://orcid.org/0000-0002-9021-7777"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"R. Hewett","raw_affiliation_strings":["Department of Computer Science, Texas Tech University, Abilene, TX, USA","Dept. of Comput. Sci., Texas Tech Univ., Abilene, TX"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Texas Tech University, Abilene, TX, USA","institution_ids":["https://openalex.org/I12315562"]},{"raw_affiliation_string":"Dept. of Comput. Sci., Texas Tech Univ., Abilene, TX","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057522209"],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13031588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"1","issue":null,"first_page":"218","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9976999759674072,"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":0.9976999759674072,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9961000084877014,"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/T11195","display_name":"Simulation Techniques and Applications","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7213000059127808},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6273277997970581},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.6263759732246399},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6184269189834595},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5924335718154907},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4807853102684021},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.47728458046913147},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3688032031059265},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3397938013076782}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7213000059127808},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6273277997970581},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.6263759732246399},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6184269189834595},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5924335718154907},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4807853102684021},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.47728458046913147},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3688032031059265},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3397938013076782},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2004.1398300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1398300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1553696291","https://openalex.org/W2051010437","https://openalex.org/W2107809577","https://openalex.org/W2113300192","https://openalex.org/W2124470735","https://openalex.org/W2125538963","https://openalex.org/W2154414116","https://openalex.org/W2154462766","https://openalex.org/W2164518242","https://openalex.org/W2309036737","https://openalex.org/W4232641624","https://openalex.org/W6633402183","https://openalex.org/W6676145519"],"related_works":["https://openalex.org/W2394779770","https://openalex.org/W2415102733","https://openalex.org/W2072346427","https://openalex.org/W2487222174","https://openalex.org/W2068583297","https://openalex.org/W2123050621","https://openalex.org/W4293288044","https://openalex.org/W2435833647","https://openalex.org/W2560926809","https://openalex.org/W4293779745"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,99,120,124,135],"simulation-based":[4],"approach":[5,74],"for":[6,83],"fault":[7],"isolation":[8],"in":[9,27,95],"complex":[10],"dynamic":[11],"systems.":[12,87],"A":[13,30],"machine":[14],"learning":[15],"technique":[16],"is":[17,44,81,144],"used":[18],"to":[19,47,53],"extract,":[20],"from":[21],"simulated":[22],"data,":[23],"models":[24],"representing":[25],"regularities":[26],"system":[28,65],"behavior.":[29],"heuristic":[31],"based":[32],"on":[33,41,108],"the":[34,39,42,90,109],"degree":[35],"of":[36,38,63,85,113],"coverage":[37],"model":[40,58],"data":[43],"then":[45],"applied":[46],"isolate":[48],"faults.":[49],"To":[50,88],"test":[51],"tolerance":[52],"incomplete":[54],"models,":[55],"our":[56,73],"simulation":[57],"only":[59],"requires":[60],"I/O":[61],"functions":[62],"relevant":[64],"processes":[66],"that":[67],"can":[68,127],"be":[69,128],"observed.":[70],"We":[71],"view":[72],"as":[75,119],"an":[76],"incremental":[77],"filtering":[78],"process,":[79],"which":[80],"useful":[82],"diagnosis":[84],"large-scale":[86],"illustrate":[89],"approach,":[91],"we":[92],"describe":[93],"experiments":[94],"two":[96],"examples":[97],"including":[98],"well":[100],"known":[101],"three-tank":[102],"system.":[103],"Preliminary":[104],"results":[105],"show":[106],"that,":[107],"average,":[110],"different":[111,116],"types":[112],"faults":[114],"at":[115,134],"locations":[117],"such":[118],"leaked":[121],"tank":[122],"and":[123],"blocked":[125],"pipe":[126],"isolated":[129],"effectively":[130],"more":[131,141],"than":[132],"99%":[133],"time.":[136],"Results":[137],"are":[138],"promising":[139],"but":[140],"in-depth":[142],"study":[143],"required":[145]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}