{"id":"https://openalex.org/W4210706929","doi":"https://doi.org/10.1109/safeprocess52771.2021.9693605","title":"Sparse DiPCA for dynamic process monitoring","display_name":"Sparse DiPCA for dynamic process monitoring","publication_year":2021,"publication_date":"2021-12-17","ids":{"openalex":"https://openalex.org/W4210706929","doi":"https://doi.org/10.1109/safeprocess52771.2021.9693605"},"language":"en","primary_location":{"id":"doi:10.1109/safeprocess52771.2021.9693605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess52771.2021.9693605","pdf_url":null,"source":{"id":"https://openalex.org/S4363605570","display_name":"2021 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":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 CAA Symposium on Fault Detection, Supervision, and Safety for Technical Processes (SAFEPROCESS)","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/A5091566221","display_name":"Jingxin Zhang","orcid":"https://orcid.org/0000-0002-7564-6581"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingxin Zhang","raw_affiliation_strings":["Tsinghua University,Department of Automation,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Automation,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001517167","display_name":"Donghua Zhou","orcid":"https://orcid.org/0000-0003-0169-8490"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghua Zhou","raw_affiliation_strings":["Shandong University of Science and Technology,College of Electrical Engineering and Automation,Qingdao,China","College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology,College of Electrical Engineering and Automation,Qingdao,China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"College of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068635855","display_name":"Maoyin Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Maoyin Chen","raw_affiliation_strings":["Tsinghua University,Department of Automation,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tsinghua University,Department of Automation,Beijing,China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72701368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9782999753952026,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9771000146865845,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.757516622543335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5890936851501465},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5532528758049011},{"id":"https://openalex.org/keywords/rate-of-convergence","display_name":"Rate of convergence","score":0.5442420244216919},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.4851242005825043},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.47537603974342346},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4276338517665863},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.41388750076293945},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38174837827682495},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3366517424583435},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3277546763420105},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23979514837265015},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.21535572409629822},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.07750862836837769}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.757516622543335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5890936851501465},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5532528758049011},{"id":"https://openalex.org/C57869625","wikidata":"https://www.wikidata.org/wiki/Q1783502","display_name":"Rate of convergence","level":3,"score":0.5442420244216919},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.4851242005825043},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.47537603974342346},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4276338517665863},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.41388750076293945},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38174837827682495},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3366517424583435},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3277546763420105},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23979514837265015},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.21535572409629822},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.07750862836837769},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/safeprocess52771.2021.9693605","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess52771.2021.9693605","pdf_url":null,"source":{"id":"https://openalex.org/S4363605570","display_name":"2021 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":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 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":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1969450892","https://openalex.org/W2011054000","https://openalex.org/W2036887017","https://openalex.org/W2037927978","https://openalex.org/W2038180527","https://openalex.org/W2077791644","https://openalex.org/W2103914106","https://openalex.org/W2111453803","https://openalex.org/W2184634347","https://openalex.org/W2327851143","https://openalex.org/W2343275297","https://openalex.org/W2397478273","https://openalex.org/W2523303816","https://openalex.org/W2626923521","https://openalex.org/W2774636206","https://openalex.org/W2780480991","https://openalex.org/W2792056293","https://openalex.org/W2792972374","https://openalex.org/W2924985830","https://openalex.org/W3092838682","https://openalex.org/W3097816393","https://openalex.org/W3164130917","https://openalex.org/W6631190155","https://openalex.org/W6676611517","https://openalex.org/W6686534882"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W4312407344","https://openalex.org/W4384115502","https://openalex.org/W4226258012","https://openalex.org/W4383681494","https://openalex.org/W3172664294"],"abstract_inverted_index":{"Dynamic":[0],"inner":[1],"principal":[2],"component":[3],"analysis":[4],"(DiPCA)":[5],"is":[6,44,55,66,77,90],"an":[7],"effective":[8],"technique":[9],"to":[10,18,46,50,57,79],"extract":[11],"the":[12,20,25,32,59,63,70,81,87,93],"dynamic":[13,21,37],"features":[14],"and":[15,62],"widely":[16],"adopted":[17,78],"monitor":[19],"processes.":[22],"To":[23],"enhance":[24],"model":[26],"interpretability":[27],"further,":[28],"this":[29],"paper":[30],"investigates":[31],"sparse":[33,82],"DiPCA":[34],"algorithm":[35],"for":[36],"process":[38],"monitoring,":[39],"where":[40],"L1norm":[41],"regularization":[42],"term":[43],"added":[45],"realize":[47],"sparsity.":[48],"Then,":[49],"accelerate":[51],"convergence":[52],"rate,":[53],"ADAM":[54],"employed":[56],"solve":[58],"optimization":[60],"issue":[61],"learning":[64],"rate":[65],"estimated":[67],"automatically.":[68],"For":[69],"nonsmooth":[71],"L1regularization":[72],"term,":[73],"proximal":[74],"gradient":[75],"descent":[76],"approximate":[80],"parameters.":[83],"The":[84],"effectiveness":[85],"of":[86],"proposed":[88],"method":[89],"illustrated":[91],"by":[92],"practical":[94],"power":[95],"plant":[96],"in":[97],"China.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
