{"id":"https://openalex.org/W2168324402","doi":"https://doi.org/10.1109/icsmc.2004.1398353","title":"Combination of independent component analysis and multi-way principal component analysis for batch process monitoring","display_name":"Combination of independent component analysis and multi-way principal component analysis for batch process monitoring","publication_year":2005,"publication_date":"2005-04-06","ids":{"openalex":"https://openalex.org/W2168324402","doi":"https://doi.org/10.1109/icsmc.2004.1398353","mag":"2168324402"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2004.1398353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1398353","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/A5102707440","display_name":"Ning He","orcid":"https://orcid.org/0000-0003-1805-9249"},"institutions":[{"id":"https://openalex.org/I151893264","display_name":"Jiamusi University","ror":"https://ror.org/01vasff55","country_code":"CN","type":"education","lineage":["https://openalex.org/I151893264"]},{"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":"Ning He","raw_affiliation_strings":["Department of control, Jiamusi University, Jiamusi, China","National Key Laboratory of Industrial Control Technology, Institute of Advanced Process Control, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Department of control, Jiamusi University, Jiamusi, China","institution_ids":["https://openalex.org/I151893264"]},{"raw_affiliation_string":"National Key Laboratory of Industrial Control Technology, Institute of Advanced Process Control, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023671719","display_name":"Jianming Zhang","orcid":"https://orcid.org/0000-0003-1829-2884"},"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":"Jian-ming Zhang","raw_affiliation_strings":["National Key Laboratory of Industrial Control Technology, Institute of Advanced Process Control, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Industrial Control Technology, Institute of Advanced Process Control, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043424443","display_name":"Shuqing Wang","orcid":"https://orcid.org/0000-0003-4225-6410"},"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":"Shu-qing Wang","raw_affiliation_strings":["National Key Laboratory of Industrial Control Technology, Institute of Advanced Process Control, University of Zhejiang, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Key Laboratory of Industrial Control Technology, Institute of Advanced Process Control, University of Zhejiang, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102707440"],"corresponding_institution_ids":["https://openalex.org/I151893264","https://openalex.org/I55712492"],"apc_list":null,"apc_paid":null,"fwci":0.3061,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.62476747,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"530","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9986000061035156,"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":0.9977999925613403,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.8434994220733643},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.8327171802520752},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.6160212755203247},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6049291491508484},{"id":"https://openalex.org/keywords/gaussian-process","display_name":"Gaussian process","score":0.5251950025558472},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5099157094955444},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.47070738673210144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4546450078487396},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.41835713386535645},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08524221181869507}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8434994220733643},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.8327171802520752},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.6160212755203247},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6049291491508484},{"id":"https://openalex.org/C61326573","wikidata":"https://www.wikidata.org/wiki/Q1496376","display_name":"Gaussian process","level":3,"score":0.5251950025558472},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5099157094955444},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.47070738673210144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4546450078487396},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.41835713386535645},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08524221181869507},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C147597530","wikidata":"https://www.wikidata.org/wiki/Q369472","display_name":"Computational chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2004.1398353","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1398353","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":[{"display_name":"Industry, innovation and infrastructure","score":0.6000000238418579,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320308175","display_name":"Minnesota Pollution Control Agency","ror":"https://ror.org/01cn04b23"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1544087675","https://openalex.org/W1548802052","https://openalex.org/W2000858991","https://openalex.org/W2001993543","https://openalex.org/W2107146446","https://openalex.org/W2110227608","https://openalex.org/W2123649031","https://openalex.org/W2125568459","https://openalex.org/W2141224535","https://openalex.org/W2141622014","https://openalex.org/W2152820192","https://openalex.org/W2503993098","https://openalex.org/W4205778870"],"related_works":["https://openalex.org/W4252230435","https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W3144722888","https://openalex.org/W2200355885","https://openalex.org/W2169866437","https://openalex.org/W1964286703"],"abstract_inverted_index":{"Multi-way":[0],"principal":[1,61],"component":[2,56,62],"analysis":[3,57],"(MPCA)":[4,63],"has":[5,127],"been":[6],"successfully":[7],"applied":[8],"to":[9,39,74,121,136],"the":[10,29,32,48,70,113,122,131],"monitoring":[11],"of":[12,91,102],"batch":[13],"and":[14,20,59,97,118],"semi-batch":[15],"process":[16,117],"in":[17],"fine":[18],"chemical":[19],"biochemical":[21],"industry.":[22],"However,":[23],"traditional":[24,123],"MPCA":[25,92,98],"is":[26,65,79,100,110,119],"based":[27,80],"on":[28,81,112],"assumption":[30],"that":[31,69,84],"separated":[33],"latent":[34,71,93],"variables":[35,72,87],"must":[36],"be":[37,45],"subject":[38,73,135],"Gaussian":[40,75],"distribution,":[41],"which":[42],"sometimes":[43],"cannot":[44],"satisfied.":[46],"In":[47],"present":[49],"work,":[50],"a":[51],"new":[52],"method":[53,83,99,126],"combined":[54],"independent":[55,86],"(ICA)":[58],"multi-way":[60],"approach":[64,78],"proposed":[66],"without":[67],"assuming":[68],"distribution.":[76,138],"The":[77,125],"ICA":[82,96],"finds":[85],"as":[88],"linear":[89],"combination":[90],"variables.":[94],"Combined":[95],"capable":[101],"describing":[103],"non-Gaussian":[104],"distributed":[105],"data":[106,132],"precisely.":[107],"This":[108],"algorithm":[109],"evaluated":[111],"penicillin":[114],"fermentation":[115],"benchmark":[116],"compared":[120],"MPCA.":[124],"significant":[128],"benefit":[129],"when":[130],"does":[133],"not":[134],"normal":[137]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}