{"id":"https://openalex.org/W2475054545","doi":null,"title":"Fault detection and diagnosis using multivariate statistical techniques : Process operations and control","display_name":"Fault detection and diagnosis using multivariate statistical techniques : Process operations and control","publication_year":1996,"publication_date":"1996-01-01","ids":{"openalex":"https://openalex.org/W2475054545","mag":"2475054545"},"language":"en","primary_location":{"id":"mag:2475054545","doi":null,"is_oa":false,"landing_page_url":"https://www.cheric.org/research/tech/periodicals/view.php?seq=51709","pdf_url":null,"source":{"id":"https://openalex.org/S166351637","display_name":"Process Safety and Environmental Protection","issn_l":"0263-8762","issn":["0263-8762","0957-5820","1744-3563","1744-3598","1876-4800"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","dongbi-c","jufo-1","norway-1","poland-100","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Process Safety and Environmental Protection","raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5037365513","display_name":"Jiuye Zhang","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiuye Zhang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108602492","display_name":"E.B. Martin","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"E.B. Martin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5109757798","display_name":"A.J. Morris","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"A.J. Morris","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3500,"currency":"USD","value_usd":3500},"apc_paid":null,"fwci":2.4644,"has_fulltext":false,"cited_by_count":40,"citation_normalized_percentile":{"value":0.8988811,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"74","issue":"1","first_page":"89","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":1.0,"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":1.0,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/fault-detection","display_name":"fault detection","score":0.6430000066757202},{"id":"https://openalex.org/keywords/fault-diagnosis","display_name":"fault diagnosis","score":0.996999979019165},{"id":"https://openalex.org/keywords/multivariate-statistical-process-monitoring","display_name":"multivariate statistical process monitoring","score":0.7369999885559082},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.9210000038146973},{"id":"https://openalex.org/keywords/squared-prediction-error","display_name":"squared prediction error","score":0.6159999966621399},{"id":"https://openalex.org/keywords/fault-signatures","display_name":"fault signatures","score":0.6169999837875366},{"id":"https://openalex.org/keywords/fault-direction-identification","display_name":"fault direction identification","score":0.5049999952316284},{"id":"https://openalex.org/keywords/continuous-stirred-tank-reactor","display_name":"continuous stirred tank reactor","score":0.8920000195503235},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"dimensionality reduction","score":0.7139999866485596}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.7221528887748718},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6410840749740601},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6182068586349487},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5971383452415466},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5205477476119995},{"id":"https://openalex.org/C113644684","wikidata":"https://www.wikidata.org/wiki/Q1356717","display_name":"Statistical process control","level":3,"score":0.48487362265586853},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4438942074775696},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4185827076435089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39402174949645996},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38879162073135376},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2248840630054474},{"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2475054545","doi":null,"is_oa":false,"landing_page_url":"https://www.cheric.org/research/tech/periodicals/view.php?seq=51709","pdf_url":null,"source":{"id":"https://openalex.org/S166351637","display_name":"Process Safety and Environmental Protection","issn_l":"0263-8762","issn":["0263-8762","0957-5820","1744-3563","1744-3598","1876-4800"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","dongbi-c","jufo-1","norway-1","poland-100","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Process Safety and Environmental Protection","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W1667983527","https://openalex.org/W2162529253","https://openalex.org/W2601564970","https://openalex.org/W2587992968","https://openalex.org/W2102676112","https://openalex.org/W2243355285","https://openalex.org/W2072990243","https://openalex.org/W2363292922","https://openalex.org/W2368548368","https://openalex.org/W1979642711"],"abstract_inverted_index":{"This":[0],"paper":[1],"describes":[2],"a":[3,85,118,187],"technique":[4,159,178],"for":[5,62,92],"on-line":[6,73,113,181],"process":[7,18,40,43,64,99],"fault":[8,60,80,128,147,171],"detection":[9],"and":[10,30,54,151,164],"diagnosis":[11,102,156,172,182],"based":[12],"upon":[13],"the":[14,35,38,50,55,108,111,136,144,155,176,180,195,198],"statistical":[15,70],"analysis":[16,71,88],"of":[17,37,49,72,110,117,120,123,175,183,197],"data.":[19,75],"A":[20],"principal":[21,56,86],"component":[22,57,87],"model":[23],"is":[24,31,45,89,103,131,140,152,160],"developed":[25],"from":[26],"nominal":[27],"operating":[28],"data":[29,94,138],"used":[32,167],"to":[33,78,97,142,148,162,168,179],"reduce":[34],"dimensionality":[36],"measured":[39],"information.":[41],"Current":[42],"performance":[44],"monitored":[46,74],"through":[47,68],"plots":[48],"squared":[51],"prediction":[52],"error":[53],"scores.":[58],"The":[59,127,158],"signatures":[61],"various":[63],"malfunctions":[65,185],"are":[66],"located":[67],"multivariate":[69],"In":[76],"order":[77],"identify":[79],"directions":[81],"in":[82,186],"measurement":[83],"space,":[84],"carried":[90],"out":[91],"each":[93],"set":[95],"corresponding":[96],"different":[98],"malfunctions.":[100],"Fault":[101],"then":[104],"achieved":[105],"by":[106],"comparing":[107],"direction":[109,130,139],"current":[112,137,170],"measurements":[114],"with":[115,135],"those":[116],"database":[119],"known":[121],"trajectories":[122],"previously":[124],"identified":[125,141],"faults.":[126],"whose":[129],"most":[132,145],"closely":[133],"aligned":[134],"be":[143,166],"likely":[146],"have":[149],"occurred":[150],"taken":[153],"as":[154],"result.":[157],"straightforward":[161],"implement":[163],"can":[165],"complement":[169],"approaches.":[173],"Application":[174],"proposed":[177],"equipment":[184],"continuous":[188],"stirred":[189],"tank":[190],"reactor":[191],"(CSTR)":[192],"system":[193],"illustrates":[194],"power":[196],"approach.":[199]},"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-07-22T00:00:00"}