{"id":"https://openalex.org/W1587616920","doi":"https://doi.org/10.1109/icsmc.2003.1244574","title":"Multivariate statistical process monitoring based on blind source analysis","display_name":"Multivariate statistical process monitoring based on blind source analysis","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W1587616920","doi":"https://doi.org/10.1109/icsmc.2003.1244574","mag":"1587616920"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2003.1244574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1244574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","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/A5081240313","display_name":"Guojin Chen","orcid":"https://orcid.org/0000-0001-9457-9583"},"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"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guo-Jin Chen","raw_affiliation_strings":["Department of Control Sci. and Engineering, Zhejiang University of Technology, Hangzhou, China","Department of Control Science & Engineering, Zhejiang University, Hangzhou, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Sci. and Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Department of Control Science & Engineering, Zhejiang University, Hangzhou, CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101519378","display_name":"Jun Liang","orcid":"https://orcid.org/0000-0003-1115-0824"},"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"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Liang","raw_affiliation_strings":["Department of Control Sci. and Engineering, Zhejiang University of Technology, Hangzhou, China","Department of Control Science & Engineering, Zhejiang University, Hangzhou, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Sci. and Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Department of Control Science & Engineering, Zhejiang University, Hangzhou, CHINA","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111891442","display_name":"Jixin Qian","orcid":null},"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"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji-Xin Qian","raw_affiliation_strings":["Department of Control Sci. and Engineering, Zhejiang University of Technology, Hangzhou, China","Department of Control Science & Engineering, Zhejiang University, Hangzhou, CHINA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Control Sci. and Engineering, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"Department of Control Science & Engineering, Zhejiang University, Hangzhou, CHINA","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"1199","last_page":"1204"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9896000027656555,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9890999794006348,"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/wavelet","display_name":"Wavelet","score":0.6594882607460022},{"id":"https://openalex.org/keywords/statistic","display_name":"Statistic","score":0.6589348912239075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6388335227966309},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.6070691347122192},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.588628888130188},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.579871654510498},{"id":"https://openalex.org/keywords/blind-signal-separation","display_name":"Blind signal separation","score":0.5652502179145813},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.5570792555809021},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5256479978561401},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.508009672164917},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.4805231988430023},{"id":"https://openalex.org/keywords/multivariate-statistics","display_name":"Multivariate statistics","score":0.43384021520614624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36759015917778015},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.26619741320610046},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24196520447731018},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.12777075171470642},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08998891711235046}],"concepts":[{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6594882607460022},{"id":"https://openalex.org/C89128539","wikidata":"https://www.wikidata.org/wiki/Q1949963","display_name":"Statistic","level":2,"score":0.6589348912239075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6388335227966309},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.6070691347122192},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.588628888130188},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.579871654510498},{"id":"https://openalex.org/C120317606","wikidata":"https://www.wikidata.org/wiki/Q17105967","display_name":"Blind signal separation","level":3,"score":0.5652502179145813},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.5570792555809021},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5256479978561401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.508009672164917},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.4805231988430023},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.43384021520614624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36759015917778015},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.26619741320610046},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24196520447731018},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.12777075171470642},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08998891711235046},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2003.1244574","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1244574","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","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":10,"referenced_works":["https://openalex.org/W903616536","https://openalex.org/W1788070522","https://openalex.org/W1999935041","https://openalex.org/W2001041816","https://openalex.org/W2085666419","https://openalex.org/W2123649031","https://openalex.org/W2390967394","https://openalex.org/W4253426654","https://openalex.org/W6650635634","https://openalex.org/W7020944523"],"related_works":["https://openalex.org/W2390344110","https://openalex.org/W2364896863","https://openalex.org/W2361066326","https://openalex.org/W2046761971","https://openalex.org/W2182042810","https://openalex.org/W2130656060","https://openalex.org/W2156932837","https://openalex.org/W2380698615","https://openalex.org/W374502268","https://openalex.org/W2103029460"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3,60],"new":[4],"multivariate":[5],"statistical":[6],"process":[7,57,117],"control":[8],"(MSPC)":[9],"method":[10,103],"is":[11,30,44,89],"presented":[12,95],"based":[13,24,62],"upon":[14],"blind":[15,52],"source":[16,22],"analysis":[17,23],"and":[18,50,74,91,109],"wavelet":[19],"transform.":[20],"Blind":[21],"on":[25,63],"ICA":[26],"(independent":[27],"component":[28],"analysis)":[29],"used":[31,80],"to":[32,46,54,68,81],"compress":[33],"the":[34,37,56,83,94,102,116],"information":[35],"in":[36],"data":[38,65],"into":[39],"low-dimensional":[40],"spaces.":[41],"Wavelet":[42],"transform":[43],"employed":[45],"de-noise":[47],"measured":[48],"signals":[49,53],"extracted":[51],"remove":[55],"noise.":[58],"Later,":[59],"MSPC":[61],"de-noised":[64],"are":[66,79],"developed":[67],"monitor":[69],"process.":[70],"The":[71,97],"Q":[72],"statistic":[73,78],"Hotelling":[75],"T/sup":[76],"2/":[77],"calculate":[82],"confidence":[84],"bounds.":[85],"A":[86],"double-effect":[87],"evaporator":[88],"monitored":[90],"diagnosed":[92],"by":[93],"method.":[96],"simulation":[98],"results":[99],"show":[100],"that":[101],"can":[104],"detect":[105],"fault":[106],"more":[107],"quickly,":[108],"so":[110],"it":[111],"improves":[112],"monitoring":[113],"performance":[114],"of":[115],"than":[118],"conventional":[119],"MSPC.":[120]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}