{"id":"https://openalex.org/W4413360052","doi":"https://doi.org/10.1109/tim.2025.3600721","title":"Local Neuron Analysis for Monitoring Dynamic Nonlinear Batch Processes","display_name":"Local Neuron Analysis for Monitoring Dynamic Nonlinear Batch Processes","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413360052","doi":"https://doi.org/10.1109/tim.2025.3600721"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3600721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3600721","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/A5064212043","display_name":"Dazi Li","orcid":"https://orcid.org/0000-0003-1610-6558"},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dazi Li","raw_affiliation_strings":["College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-1610-6558","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119363057","display_name":"Weichen Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weichen Hao","raw_affiliation_strings":["College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-3114-4449","affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011900340","display_name":"Zhijiang Lou","orcid":"https://orcid.org/0000-0003-3912-904X"},"institutions":[{"id":"https://openalex.org/I182722699","display_name":"Shenzhen Polytechnic University","ror":"https://ror.org/00d2w9g53","country_code":"CN","type":"education","lineage":["https://openalex.org/I182722699"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijiang Lou","raw_affiliation_strings":["Institute of Intelligence Science and Engineering, Shenzhen Polytechnic University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3912-904X","affiliations":[{"raw_affiliation_string":"Institute of Intelligence Science and Engineering, Shenzhen Polytechnic University, Shenzhen, China","institution_ids":["https://openalex.org/I182722699"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064212043"],"corresponding_institution_ids":["https://openalex.org/I75390827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2442225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.965499997138977,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.965499997138977,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9635999798774719,"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/T10320","display_name":"Neural Networks and Applications","score":0.9437000155448914,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/nonlinear-system","display_name":"Nonlinear system","score":0.6293295621871948},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.472127765417099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43570244312286377},{"id":"https://openalex.org/keywords/nonlinear-dynamical-systems","display_name":"Nonlinear dynamical systems","score":0.42539867758750916},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3291080594062805},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.32808423042297363},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24953904747962952},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23974579572677612},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17496919631958008},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.09802311658859253}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6293295621871948},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.472127765417099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43570244312286377},{"id":"https://openalex.org/C2983030100","wikidata":"https://www.wikidata.org/wiki/Q638328","display_name":"Nonlinear dynamical systems","level":3,"score":0.42539867758750916},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3291080594062805},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.32808423042297363},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24953904747962952},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23974579572677612},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17496919631958008},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.09802311658859253},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3600721","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3600721","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/G2838767365","display_name":null,"funder_award_id":"602331012PO","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G310167463","display_name":null,"funder_award_id":"62403328","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6075741442","display_name":null,"funder_award_id":"62273026","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1979553776","https://openalex.org/W1981586857","https://openalex.org/W2000858991","https://openalex.org/W2027449228","https://openalex.org/W2027807366","https://openalex.org/W2032306503","https://openalex.org/W2069546111","https://openalex.org/W2164979439","https://openalex.org/W2592540212","https://openalex.org/W2605309628","https://openalex.org/W2983926857","https://openalex.org/W3040231701","https://openalex.org/W3080565888","https://openalex.org/W3134093839","https://openalex.org/W3156231038","https://openalex.org/W3163885119","https://openalex.org/W4210621572","https://openalex.org/W4210760836","https://openalex.org/W4224027514","https://openalex.org/W4224212464","https://openalex.org/W4292133349","https://openalex.org/W4293518749","https://openalex.org/W4304202648","https://openalex.org/W4317761489","https://openalex.org/W4385242119","https://openalex.org/W4392363085","https://openalex.org/W4392925623","https://openalex.org/W4401609951","https://openalex.org/W4402259427","https://openalex.org/W4403279491","https://openalex.org/W4407831674"],"related_works":["https://openalex.org/W1982160337","https://openalex.org/W1971380437","https://openalex.org/W1983548084","https://openalex.org/W1966008566","https://openalex.org/W2079574545","https://openalex.org/W3127651486","https://openalex.org/W4247979471","https://openalex.org/W2921182178","https://openalex.org/W2159708048","https://openalex.org/W2118964038"],"abstract_inverted_index":{"Dynamic":[0],"characteristics":[1],"and":[2,10,54,100,106,153,194,225,237],"nonlinearity":[3],"may":[4],"exist":[5],"in":[6,46,83,188,191,204,228,233],"both":[7,234],"the":[8,18,92,115,145,170,174,184,211],"time":[9],"batch":[11,14,19,47,64,73],"directions":[12],"of":[13,95,173],"processes,":[15,48],"so":[16],"monitoring":[17,75,163],"process":[20,65,74],"is":[21,35,55,195],"a":[22,71,131],"challenge.":[23],"Neural":[24],"component":[25],"analysis":[26,80],"(NCA),":[27],"which":[28],"uses":[29],"neural":[30],"networks":[31],"to":[32,85,198,210],"address":[33],"nonlinearity,":[34],"effective":[36],"for":[37,57,63,140,160],"continuous":[38],"processes.":[39,206],"However,":[40],"it":[41,50,61],"cannot":[42],"handle":[43],"dynamic":[44,122,162],"features":[45],"as":[49],"assumes":[51],"time-independent":[52],"variables":[53],"designed":[56],"one-dimensional":[58],"data,":[59],"making":[60],"unsuitable":[62],"monitoring.":[66],"Herein,":[67],"this":[68],"paper":[69],"proposed":[70,146,175],"novel":[72],"method":[76],"called":[77],"local":[78,96],"neuron":[79],"(LNA).":[81],"First,":[82],"contrast":[84],"existing":[86],"NCA-related":[87],"methods,":[88],"LNA":[89,133,182,217],"innovatively":[90],"integrates":[91],"dual":[93],"advantages":[94],"receptive":[97],"field":[98],"mechanisms":[99],"autoregressive":[101],"(AR)":[102],"modeling:":[103],"The":[104],"convolutional":[105],"deconvolutional":[107],"modules":[108],"effectively":[109],"extract":[110],"cross-batch":[111],"correlation":[112],"features,":[113],"while":[114,164],"AR":[116],"model":[117,179],"precisely":[118],"captures":[119],"intra-batch":[120],"temporal":[121],"characteristics.":[123],"Furthermore,":[124],"Unlike":[125],"black-box":[126],"gradient":[127],"estimation,":[128],"we":[129],"develop":[130],"theoretical":[132],"optimization":[134],"framework":[135],"with":[136],"derived":[137],"analytical":[138],"gradients":[139],"interpretable,":[141],"efficient":[142],"learning.":[143],"Third,":[144],"statistical":[147],"index":[148],"achieves":[149,218],"theoretically-balanced":[150],"fault":[151],"sensitivity":[152],"diagnostic":[154],"robustness,":[155],"creating":[156],"an":[157],"interpretable":[158],"paradigm":[159],"nonlinear":[161,177,205],"preserving":[165],"real-time":[166],"computational":[167],"efficiency.":[168],"Finally,":[169],"simulation":[171],"results":[172],"second-order":[176],"autocorrelation":[178],"demonstrate":[180],"that":[181],"overcomes":[183],"challenges":[185],"NCA":[186],"faced":[187],"detecting":[189,229],"faults":[190,199,232],"earlier":[192],"stages":[193],"particularly":[196],"sensitive":[197],"resulting":[200],"from":[201],"recursive":[202],"accumulation":[203],"Moreover,":[207],"when":[208],"applied":[209],"fed-batch":[212],"penicillin":[213],"production":[214],"(FBPP)":[215],"process,":[216],"high":[219],"detection":[220],"accuracy,":[221],"low":[222],"false":[223],"alarm":[224],"minimal":[226],"delay":[227],"minor,":[230],"incremental":[231],"aeration":[235],"rate":[236],"agitator":[238],"power.":[239]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
