{"id":"https://openalex.org/W3091811642","doi":"https://doi.org/10.1109/safeprocess45799.2019.9213443","title":"Dynamic Processes Modeling and Monitoring based on a Novel Dynamic Latent Variable Model","display_name":"Dynamic Processes Modeling and Monitoring based on a Novel Dynamic Latent Variable Model","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3091811642","doi":"https://doi.org/10.1109/safeprocess45799.2019.9213443","mag":"3091811642"},"language":"en","primary_location":{"id":"doi:10.1109/safeprocess45799.2019.9213443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess45799.2019.9213443","pdf_url":null,"source":{"id":"https://openalex.org/S4306498460","display_name":"2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","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/A5073760240","display_name":"Le Zhou","orcid":"https://orcid.org/0000-0002-7852-1370"},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Le Zhou","raw_affiliation_strings":["School of Automation and Electrical Engineering, Zhejiang University of Science and Technology, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Zhejiang University of Science and Technology, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101862068","display_name":"Zhiqiang Ge","orcid":"https://orcid.org/0000-0001-7828-0856"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiqiang Ge","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048733958","display_name":"Zhihuan Song","orcid":"https://orcid.org/0000-0003-4098-6479"},"institutions":[{"id":"https://openalex.org/I4391767838","display_name":"State Key Laboratory of Industrial Control Technology","ror":"https://ror.org/03a33a786","country_code":null,"type":"facility","lineage":["https://openalex.org/I4391767838","https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihuan Song","raw_affiliation_strings":["State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Industrial Control Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I4391767838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056937548","display_name":"S. Joe Qin","orcid":"https://orcid.org/0000-0001-7631-2535"},"institutions":[{"id":"https://openalex.org/I4210116924","display_name":"Chinese University of Hong Kong, Shenzhen","ror":"https://ror.org/02d5ks197","country_code":"CN","type":"education","lineage":["https://openalex.org/I177725633","https://openalex.org/I180726961","https://openalex.org/I4210116924"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"S. Joe Qin","raw_affiliation_strings":["school of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, 2001 Longxiang Blvd., Longgang, Shenzhen, Guangdong, China"],"affiliations":[{"raw_affiliation_string":"school of Science and Engineering, The Chinese University of Hong Kong, Shenzhen, 2001 Longxiang Blvd., Longgang, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210116924"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5073760240"],"corresponding_institution_ids":["https://openalex.org/I168879160"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.27179166,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"589","last_page":"595"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9819999933242798,"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":0.979200005531311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.7471849322319031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6613551378250122},{"id":"https://openalex.org/keywords/latent-variable-model","display_name":"Latent variable model","score":0.6107718348503113},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.5616607069969177},{"id":"https://openalex.org/keywords/dynamic-data","display_name":"Dynamic data","score":0.5322608351707458},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5164649486541748},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5082909464836121},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4981508255004883},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.434015691280365},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4294303059577942},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3735789656639099},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34811341762542725},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1662106215953827}],"concepts":[{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.7471849322319031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6613551378250122},{"id":"https://openalex.org/C65965080","wikidata":"https://www.wikidata.org/wiki/Q1806885","display_name":"Latent variable model","level":3,"score":0.6107718348503113},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5616607069969177},{"id":"https://openalex.org/C197298091","wikidata":"https://www.wikidata.org/wiki/Q5318963","display_name":"Dynamic data","level":2,"score":0.5322608351707458},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5164649486541748},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5082909464836121},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4981508255004883},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.434015691280365},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4294303059577942},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3735789656639099},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34811341762542725},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1662106215953827},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/safeprocess45799.2019.9213443","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess45799.2019.9213443","pdf_url":null,"source":{"id":"https://openalex.org/S4306498460","display_name":"2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1518016665","https://openalex.org/W1966863755","https://openalex.org/W1969450892","https://openalex.org/W1972738875","https://openalex.org/W1981586857","https://openalex.org/W2060234492","https://openalex.org/W2077791644","https://openalex.org/W2111637385","https://openalex.org/W2120135212","https://openalex.org/W2140327685","https://openalex.org/W2342028629","https://openalex.org/W2599566251","https://openalex.org/W2626923521","https://openalex.org/W2741800562","https://openalex.org/W2742763523","https://openalex.org/W2757109865","https://openalex.org/W2759373267","https://openalex.org/W2792972374"],"related_works":["https://openalex.org/W2461917396","https://openalex.org/W2037497866","https://openalex.org/W4243467573","https://openalex.org/W1502435251","https://openalex.org/W62001224","https://openalex.org/W3032390039","https://openalex.org/W1584341211","https://openalex.org/W3122667150","https://openalex.org/W4393387622","https://openalex.org/W3145681568"],"abstract_inverted_index":{"For":[0],"dynamic":[1,23,46,57,68,79,125],"process":[2,86,128],"modeling":[3,126],"and":[4,15,34,100,127],"monitoring":[5],"purpose,":[6],"it":[7],"is":[8,25,50,72,94,114],"desirable":[9],"to":[10,28,54,74,84,116],"extract":[11,76],"both":[12],"the":[13,16,21,39,45,55,89,97,101,107,118,121],"auto-correlations":[14],"cross-correlations":[17],"in":[18,88,96],"measurements.":[19,90],"Besides,":[20],"proposed":[22,73,92,122],"model":[24,49,71,93,102],"also":[26],"expected":[27],"provide":[29],"an":[30,35],"accurate":[31],"prediction,":[32],"visualization":[33],"explicit":[36],"interpretation":[37],"of":[38,120],"data":[40],"structures.":[41],"From":[42],"this":[43,63],"perspective,":[44],"latent":[47,69,80],"variable":[48,70],"more":[51],"suitable":[52],"compared":[53],"traditional":[56],"principal":[58],"component":[59],"analysis":[60],"(DPCA).":[61],"In":[62],"paper,":[64],"a":[65,111],"novel":[66],"independent":[67,78],"explicitly":[75],"several":[77],"variables":[81],"with":[82],"which":[83],"capture":[85],"dynamics":[87],"The":[91],"derived":[95],"probabilistic":[98],"framework":[99],"parameters":[103],"are":[104],"estimated":[105],"via":[106],"expectation-maximum":[108],"algorithm.":[109],"Finally,":[110],"case":[112],"study":[113],"illustrated":[115],"evaluate":[117],"performance":[119],"method":[123],"for":[124],"monitoring.":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}