{"id":"https://openalex.org/W4366112286","doi":"https://doi.org/10.1109/tim.2023.3264046","title":"Bidirectional Minimal Gated Unit-Based Nonlinear Dynamic Soft Sensor Modeling Framework for Quality Prediction in Process Industries","display_name":"Bidirectional Minimal Gated Unit-Based Nonlinear Dynamic Soft Sensor Modeling Framework for Quality Prediction in Process Industries","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4366112286","doi":"https://doi.org/10.1109/tim.2023.3264046"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3264046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3264046","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/A5004905542","display_name":"Liang Ma","orcid":"https://orcid.org/0000-0002-0513-6770"},"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":"Liang Ma","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0513-6770","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041081754","display_name":"Mengwei Wang","orcid":"https://orcid.org/0000-0001-8412-9706"},"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":"Mengwei Wang","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8412-9706","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","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":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8314-3047","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, 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":4.2527,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.94754727,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9945999979972839,"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":0.9883999824523926,"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/soft-sensor","display_name":"Soft sensor","score":0.742074728012085},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.7218372225761414},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6585725545883179},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.655771017074585},{"id":"https://openalex.org/keywords/interdependence","display_name":"Interdependence","score":0.6306158304214478},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5489441156387329},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4713159203529358},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.46926042437553406},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4552830457687378},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.42644497752189636},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3877605199813843},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37584829330444336},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.322541207075119},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23548367619514465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0723104178905487}],"concepts":[{"id":"https://openalex.org/C115575686","wikidata":"https://www.wikidata.org/wiki/Q18822403","display_name":"Soft sensor","level":3,"score":0.742074728012085},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.7218372225761414},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6585725545883179},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.655771017074585},{"id":"https://openalex.org/C185874996","wikidata":"https://www.wikidata.org/wiki/Q269699","display_name":"Interdependence","level":2,"score":0.6306158304214478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5489441156387329},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4713159203529358},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.46926042437553406},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4552830457687378},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.42644497752189636},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3877605199813843},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37584829330444336},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.322541207075119},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23548367619514465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0723104178905487},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3264046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3264046","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":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G1714981014","display_name":null,"funder_award_id":"72171171","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"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/G4771532376","display_name":null,"funder_award_id":"U21A20112","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation 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/G6264869932","display_name":null,"funder_award_id":"FRFIDRY-20-017","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G905115563","display_name":null,"funder_award_id":"62003030","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},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1924770834","https://openalex.org/W1973164954","https://openalex.org/W1980147362","https://openalex.org/W1990384678","https://openalex.org/W2000651380","https://openalex.org/W2040825652","https://openalex.org/W2054177534","https://openalex.org/W2079692514","https://openalex.org/W2079735306","https://openalex.org/W2085862958","https://openalex.org/W2133826245","https://openalex.org/W2154053567","https://openalex.org/W2165700458","https://openalex.org/W2319453305","https://openalex.org/W2504240155","https://openalex.org/W2788805965","https://openalex.org/W2906083317","https://openalex.org/W2913132632","https://openalex.org/W2950426297","https://openalex.org/W2962069445","https://openalex.org/W3015966228","https://openalex.org/W3016192422","https://openalex.org/W3093656051","https://openalex.org/W3118157880","https://openalex.org/W3123899295","https://openalex.org/W3126304207","https://openalex.org/W3171398265","https://openalex.org/W3197588717","https://openalex.org/W3217308177","https://openalex.org/W4212888625","https://openalex.org/W4212901299","https://openalex.org/W4214676882","https://openalex.org/W4226226325","https://openalex.org/W4292826166","https://openalex.org/W4300851339","https://openalex.org/W4312464524","https://openalex.org/W6640212811"],"related_works":["https://openalex.org/W2749324135","https://openalex.org/W2139079562","https://openalex.org/W2097933059","https://openalex.org/W2374290272","https://openalex.org/W4386158748","https://openalex.org/W114687057","https://openalex.org/W2908433117","https://openalex.org/W2969604939","https://openalex.org/W2378306841","https://openalex.org/W3122988618"],"abstract_inverted_index":{"Quality":[0],"prediction":[1],"plays":[2],"a":[3,44,60,98,148],"crucial":[4],"role":[5],"in":[6],"improving":[7],"the":[8,25,33,72,80,115,135,137,142,152,161],"product":[9,65],"quality":[10,55,66,85,124,132],"and":[11,24,67,84,87,117,123,129,139],"economic":[12],"benefit":[13],"for":[14,54,63,78,93,107,131],"modern":[15],"process":[16,22,83,150],"industries.":[17],"The":[18,156],"high-dimensional":[19],"characteristics":[20],"of":[21,29,113,121,141],"variables":[23],"nonlinear":[26,46,108],"dynamic":[27,47,109],"behaviors":[28],"sequential":[30],"data":[31],"make":[32],"conventional":[34],"soft":[35,48,110],"sensor":[36,49,111],"modeling":[37,50],"approaches":[38],"encounter":[39],"difficulties.":[40],"Towards":[41],"this":[42],"end,":[43,136],"novel":[45,99],"scheme":[51,144],"is":[52,76,91,105,126,145,164],"designed":[53,92],"prediction.":[56,133],"It":[57],"will":[58],"offer":[59],"timely":[61],"reference":[62],"judging":[64],"adjusting":[68],"production":[69,122],"plans.":[70],"Specifically,":[71],"maximum":[73],"information":[74,120],"coefficient":[75],"introduced":[77],"measuring":[79],"interdependencies":[81],"between":[82],"variables,":[86],"an":[88],"evaluative":[89],"criteria":[90],"quality-related":[94],"variable":[95],"selection.":[96],"Subsequently,":[97],"bidirectional":[100],"minimal":[101],"gated":[102],"unit":[103],"structure":[104],"proposed":[106,143,162],"modeling,":[112],"which":[114],"historical":[116],"future":[118],"temporal":[119],"features":[125],"fully":[127],"used":[128],"integrated":[130],"In":[134],"effectiveness":[138],"practicality":[140],"demonstrated":[146],"via":[147],"challenging":[149],"industry,":[151],"hot":[153],"rolling":[154],"process.":[155],"simulation":[157],"results":[158],"indicate":[159],"that":[160],"method":[163],"superior":[165],"to":[166],"other":[167],"competitive":[168],"methods.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
