{"id":"https://openalex.org/W2138469667","doi":"https://doi.org/10.1109/icsmc.2004.1401006","title":"Process monitoring in principal component subspace: part 1. fault reconstruction study","display_name":"Process monitoring in principal component subspace: part 1. fault reconstruction study","publication_year":2005,"publication_date":"2005-03-31","ids":{"openalex":"https://openalex.org/W2138469667","doi":"https://doi.org/10.1109/icsmc.2004.1401006","mag":"2138469667"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2004.1401006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1401006","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/A5100727455","display_name":"Haiqing Wang","orcid":"https://orcid.org/0000-0001-5491-2628"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haiqing Wang","raw_affiliation_strings":["Institute of Industrial Process Control, National Laboratory of Industrial Control Technology, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Institute of Industrial Process Control, National Laboratory of Industrial Control Technology, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101577906","display_name":"Ning Jiang","orcid":"https://orcid.org/0000-0002-5203-8217"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ning Jiang","raw_affiliation_strings":["Institute of Process Equipment & Control Eng., Zhejiang University of Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Institute of Process Equipment & Control Eng., Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076192716","display_name":"Diancai Yang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Diancai Yang","raw_affiliation_strings":["Qingdao Mesnac Company Limited, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Qingdao Mesnac Company Limited, Qingdao, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100727455"],"corresponding_institution_ids":["https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":1.9159,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.87947467,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"5119","last_page":"5124"},"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9865999817848206,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.8348121643066406},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.8321715593338013},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6712096333503723},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6356110572814941},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6340911388397217},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6013169288635254},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.5802052617073059},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5521214008331299},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4708048105239868},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.4470601975917816},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44148510694503784},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4413071274757385},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.44113031029701233},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.32955247163772583},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24986723065376282},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2493513822555542},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21647316217422485},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1976412832736969}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8348121643066406},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.8321715593338013},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6712096333503723},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6356110572814941},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6340911388397217},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6013169288635254},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.5802052617073059},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5521214008331299},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4708048105239868},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.4470601975917816},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44148510694503784},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4413071274757385},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.44113031029701233},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.32955247163772583},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24986723065376282},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2493513822555542},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21647316217422485},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1976412832736969},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2004.1401006","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1401006","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":[{"id":"https://metadata.un.org/sdg/9","score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1482540049","https://openalex.org/W1592847587","https://openalex.org/W1993694278","https://openalex.org/W1995603189","https://openalex.org/W2044882668","https://openalex.org/W2047668894","https://openalex.org/W2058139389","https://openalex.org/W2103110513","https://openalex.org/W2112595162","https://openalex.org/W2127042265","https://openalex.org/W2127243360","https://openalex.org/W2166042538","https://openalex.org/W2169347809","https://openalex.org/W4249625715","https://openalex.org/W6635466466"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W1975632186","https://openalex.org/W3027745756","https://openalex.org/W3205213561","https://openalex.org/W2531880140","https://openalex.org/W2364594919","https://openalex.org/W2126145365","https://openalex.org/W2086072340","https://openalex.org/W2474947501","https://openalex.org/W4250351468"],"abstract_inverted_index":{"The":[0,87],"principal":[1,40],"component":[2,41],"analysis":[3],"(PCA)":[4],"is":[5,51,60,75],"a":[6,111],"kind":[7],"of":[8,19],"data-driven":[9],"modeling":[10],"method":[11],"that":[12,31],"has":[13],"wide":[14],"applications":[15],"in":[16,38,49,61,72],"the":[17,39,45,58,62,73,79,100],"field":[18],"industrial":[20],"process":[21],"monitoring":[22],"and":[23,44,82,93,99,105],"product":[24],"quality":[25],"control.":[26],"However,":[27],"it":[28],"was":[29],"shown":[30],"some":[32],"faults":[33,71],"can":[34],"only":[35],"be":[36],"detected":[37],"subspace":[42,64],"(PCS)":[43],"T/sup":[46],"2/":[47],"statistic":[48,56],"PCS":[50,74],"more":[52],"robust":[53],"than":[54],"SPE":[55],"while":[57],"latter":[59],"residual":[63],"(RS).":[65],"A":[66],"reconstruction":[67],"approach":[68],"for":[69,91],"these":[70],"proposed":[76],"to":[77],"estimate":[78],"fault":[80],"magnitude":[81],"then":[83],"judge":[84],"its":[85],"type.":[86],"reconstructability":[88],"conditions":[89],"both":[90],"complete":[92],"partial":[94],"ones":[95],"are":[96,103],"derived":[97],"mathematically":[98],"obtained":[101],"results":[102],"illustrated":[104],"verified":[106],"by":[107],"simulation":[108],"studies":[109],"on":[110],"double-effective":[112],"evaporator.":[113]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
