{"id":"https://openalex.org/W4408254282","doi":"https://doi.org/10.1109/tim.2025.3548073","title":"A Novel Multimodal Process Monitoring Method Based on Improved Just-in-Time Learning-Assisted Stacked Quality-Related Autoencoder","display_name":"A Novel Multimodal Process Monitoring Method Based on Improved Just-in-Time Learning-Assisted Stacked Quality-Related Autoencoder","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408254282","doi":"https://doi.org/10.1109/tim.2025.3548073"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3548073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3548073","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5102246797","display_name":"Xin Qin","orcid":"https://orcid.org/0009-0005-2713-0301"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Qin","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0005-2713-0301","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016153320","display_name":"Kaixiang Peng","orcid":"https://orcid.org/0000-0001-8314-3047"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixiang Peng","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8314-3047","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103164081","display_name":"Hongjun Zhang","orcid":"https://orcid.org/0000-0003-1660-0468"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjun Zhang","raw_affiliation_strings":["School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1660-0468","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":2.5122,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.88615188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.8605999946594238,"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":0.8605999946594238,"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/T10763","display_name":"Digital Transformation in Industry","score":0.8282999992370605,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T14484","display_name":"Technology and Data Analysis","score":0.8198999762535095,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/autoencoder","display_name":"Autoencoder","score":0.9007842540740967},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6550694704055786},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5944893956184387},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5400766134262085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4946560561656952},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3304041028022766}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9007842540740967},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6550694704055786},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5944893956184387},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5400766134262085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4946560561656952},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3304041028022766},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3548073","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3548073","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3176671857","display_name":null,"funder_award_id":"2021YFB3301200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5182917937","display_name":null,"funder_award_id":"U21A20483","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6063935857","display_name":null,"funder_award_id":"62373040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1973164954","https://openalex.org/W2094172110","https://openalex.org/W2103711750","https://openalex.org/W2128921897","https://openalex.org/W2323314010","https://openalex.org/W2399774368","https://openalex.org/W2718399332","https://openalex.org/W2804079976","https://openalex.org/W2913982144","https://openalex.org/W2942011131","https://openalex.org/W2942496699","https://openalex.org/W3023056142","https://openalex.org/W3036956265","https://openalex.org/W3080565888","https://openalex.org/W3173460341","https://openalex.org/W3213159297","https://openalex.org/W4206279568","https://openalex.org/W4210760836","https://openalex.org/W4225162650","https://openalex.org/W4283837614","https://openalex.org/W4294324898","https://openalex.org/W4365130399","https://openalex.org/W4366493045","https://openalex.org/W4377102769","https://openalex.org/W4385506864","https://openalex.org/W4386124506","https://openalex.org/W4387108086"],"related_works":["https://openalex.org/W2669956259","https://openalex.org/W4249005693","https://openalex.org/W4220775285","https://openalex.org/W4392946183","https://openalex.org/W4405887298","https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474"],"abstract_inverted_index":{"The":[0,84,117,198],"complex":[1],"manufacturing":[2,37,190],"processes":[3,38],"are":[4,134,151,164],"characterized":[5],"by":[6],"strong":[7],"nonlinearity,":[8],"high":[9],"dynamics,":[10],"and":[11,22,39,72,92,112,139,161,205],"multimodality,":[12],"which":[13],"make":[14],"it":[15],"difficult":[16],"to":[17,30,107,124,141,157,171],"effectively":[18,218],"monitor":[19],"production":[20],"safety":[21],"product":[23],"quality.":[24],"Therefore,":[25],"there":[26],"is":[27,105,120,185],"a":[28,51,97,188],"need":[29],"focus":[31],"on":[32,137,167],"the":[33,67,90,109,127,143,168,179,192,202,212,220],"data":[34],"characteristics":[35],"of":[36,114,145,181],"develop":[40],"effective":[41],"quality":[42,222],"monitoring":[43,162,183,215,223],"methods.":[44,210],"In":[45],"this":[46,48,182],"context,":[47],"article":[49],"proposes":[50],"novel":[52],"improved":[53,106],"just-in-time":[54,102],"learning-assisted":[55],"stacked":[56,68],"quality-related":[57,69,73,159,175],"autoencoder":[58,70,74],"(IJITL-SQAE)":[59],"for":[60,80,153],"multimodal":[61,173,214,221],"process":[62,174,196],"monitoring.":[63],"First,":[64],"we":[65],"construct":[66],"(SQAE)":[71],"(QAE)":[75],"basic":[76],"models":[77,207],"with":[78],"interpretability":[79],"extracting":[81],"deep-quality-related":[82],"features.":[83],"proposed":[85,203],"model":[86,154],"takes":[87],"into":[88],"account":[89],"correlation":[91],"causality":[93],"between":[94],"variables":[95],"through":[96,187],"nonfully":[98],"connected":[99],"form.":[100],"Second,":[101],"learning":[103],"(JITL)":[104],"enhance":[108],"query":[110,128],"efficiency":[111],"reliability":[113,144],"similar":[115,146,149],"samples.":[116,147],"clustering":[118],"algorithm":[119],"integrated":[121],"in":[122],"JITL":[123],"substantially":[125],"reduce":[126],"range.":[129],"And":[130],"multiple":[131],"similarity":[132],"metrics":[133],"fused":[135],"based":[136,166],"distance":[138],"angle":[140],"improve":[142],"Subsequently,":[148],"samples":[150],"used":[152],"parameter":[155],"training":[156],"extract":[158],"features,":[160],"statistics":[163],"constructed":[165],"extracted":[169],"features":[170],"accomplish":[172],"fault":[176],"detection.":[177],"Finally,":[178],"effectiveness":[180],"strategy":[184,216],"verified":[186],"real":[189],"process,":[191],"hot":[193],"strip":[194],"mill":[195],"(HSMP).":[197],"results":[199],"show":[200],"that":[201],"SQAE":[204],"QAE":[206],"outperform":[208],"traditional":[209],"Meanwhile,":[211],"IJITL-SQAE":[213],"can":[217],"solve":[219],"problem.":[224]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}