{"id":"https://openalex.org/W4408858640","doi":"https://doi.org/10.1109/tim.2025.3554879","title":"A Sentinel-Based Adaptive Hybrid Soft Sensing Method for Industrial Process Monitoring","display_name":"A Sentinel-Based Adaptive Hybrid Soft Sensing Method for Industrial Process Monitoring","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408858640","doi":"https://doi.org/10.1109/tim.2025.3554879"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3554879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3554879","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/A5100612612","display_name":"Jin Zhang","orcid":"https://orcid.org/0000-0001-7574-2808"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jin Zhang","raw_affiliation_strings":["Faculty of Information Engineering and Automation and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China","Faculty of Information Engineering and Automation, and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0001-7574-2808","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Information Engineering and Automation, and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028042955","display_name":"Mingxi Ai","orcid":"https://orcid.org/0000-0002-0284-2995"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxi Ai","raw_affiliation_strings":["School of Information Science and Engineering, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-0284-2995","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001933400","display_name":"Zhaohui Tang","orcid":"https://orcid.org/0000-0003-4132-4987"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Tang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-4132-4987","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035923986","display_name":"Yongfang Xie","orcid":"https://orcid.org/0000-0002-2060-6574"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongfang Xie","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-2060-6574","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071776082","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-7531-7833"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["Faculty of Information Engineering and Automation and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China","Faculty of Information Engineering and Automation, and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0002-7531-7833","affiliations":[{"raw_affiliation_string":"Faculty of Information Engineering and Automation and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"Faculty of Information Engineering and Automation, and Yunnan Key Laboratory of Intelligent Control and Application, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103268881","display_name":"Jiande Wu","orcid":"https://orcid.org/0000-0003-2780-4925"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiande Wu","raw_affiliation_strings":["School of Engineering and Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China","School of Engineering, and Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0003-2780-4925","affiliations":[{"raw_affiliation_string":"School of Engineering and Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]},{"raw_affiliation_string":"School of Engineering, and Yunnan Key Laboratory of Intelligent Systems and Computing, Yunnan University, Kunming, China","institution_ids":["https://openalex.org/I189210763"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100612612"],"corresponding_institution_ids":["https://openalex.org/I10660446"],"apc_list":null,"apc_paid":null,"fwci":1.0999,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74937114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9890999794006348,"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":0.9890999794006348,"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/T11443","display_name":"Advanced Statistical Process Monitoring","score":0.92330002784729,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6255209445953369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.536858081817627},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33856987953186035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2992969751358032}],"concepts":[{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6255209445953369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.536858081817627},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33856987953186035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2992969751358032},{"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/tim.2025.3554879","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3554879","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/G379181184","display_name":null,"funder_award_id":"202401CF070111","funder_id":"https://openalex.org/F4320330387","funder_display_name":"Foundation for Fundamental Research of China"},{"id":"https://openalex.org/G4982052770","display_name":null,"funder_award_id":"202301BE070001-049","funder_id":"https://openalex.org/F4320330387","funder_display_name":"Foundation for Fundamental Research of China"},{"id":"https://openalex.org/G6124749375","display_name":null,"funder_award_id":"62171476","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6547589007","display_name":null,"funder_award_id":"62303404","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8318371806","display_name":null,"funder_award_id":"202401CF070171","funder_id":"https://openalex.org/F4320330387","funder_display_name":"Foundation for Fundamental Research of China"},{"id":"https://openalex.org/G8508336157","display_name":null,"funder_award_id":"62303201","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/F4320330387","display_name":"Foundation for Fundamental Research of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W2033159918","https://openalex.org/W2214597977","https://openalex.org/W2781486669","https://openalex.org/W2791924612","https://openalex.org/W2808039987","https://openalex.org/W2904497035","https://openalex.org/W2963008638","https://openalex.org/W2963448850","https://openalex.org/W2977757120","https://openalex.org/W3006585575","https://openalex.org/W3009111606","https://openalex.org/W3010292427","https://openalex.org/W3010739630","https://openalex.org/W3026547434","https://openalex.org/W3040557872","https://openalex.org/W3080399573","https://openalex.org/W3088502385","https://openalex.org/W3089435010","https://openalex.org/W3112540535","https://openalex.org/W3174283074","https://openalex.org/W3174506343","https://openalex.org/W3198516497","https://openalex.org/W4226069359","https://openalex.org/W4280620399","https://openalex.org/W4283815292","https://openalex.org/W4296473541","https://openalex.org/W4378895182","https://openalex.org/W4385152143","https://openalex.org/W4386025951","https://openalex.org/W4386362883","https://openalex.org/W4389636508","https://openalex.org/W6715501732","https://openalex.org/W6729383884","https://openalex.org/W6780248173"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0,48],"dynamic":[1],"industrial":[2,204,224],"environments,":[3],"effective":[4],"soft-sensing":[5],"methods":[6,29],"need":[7],"adapt":[8,172],"to":[9,25,70,146,166,173],"real-time":[10],"variations":[11],"in":[12],"process":[13,225],"conditions.":[14,76],"Though":[15],"recent":[16],"efforts":[17],"have":[18],"integrated":[19],"deep":[20,65,83,106,123],"learning":[21,66,84,107,124],"and":[22,67,91,108,126,148,163,220],"handcrafted":[23,68,88,109],"features":[24,69,120],"design":[26],"hybrid":[27,56,169,213],"feature":[28,144],"while":[30],"reducing":[31],"reliance":[32],"on":[33,41,112,202],"diverse":[34],"training":[35],"data,":[36],"existing":[37,212],"approaches":[38],"often":[39],"rely":[40],"fixed":[42],"fusion":[43],"strategies,":[44],"limiting":[45],"their":[46,128],"adaptability.":[47],"this":[49],"study,":[50],"we":[51,133],"propose":[52],"a":[53,82,87,92,98,135,177,218],"sentinel-based":[54],"adaptive":[55,221],"soft":[57,214],"sensing":[58,78,170,215],"(SAHSS)":[59],"method,":[60],"which":[61],"dynamically":[62,102],"shifts":[63],"between":[64,104,159],"enhance":[71],"representation":[72],"adaptability":[73],"under":[74],"changing":[75],"The":[77,94],"model":[79,171],"consists":[80],"of":[81],"monitoring":[85,89],"branch,":[86,90],"sentinel.":[93],"sentinel":[95],"serves":[96],"as":[97],"decision-making":[99],"unit":[100],"that":[101,208],"selects":[103],"the":[105,122,131,150,156,160,168,198],"branches":[110],"based":[111],"image":[113,119,161],"reconstruction":[114],"error.":[115],"To":[116],"extract":[117],"sensitive":[118],"for":[121,130,187,223],"branch":[125],"evaluate":[127],"reliability":[129],"sentinel,":[132],"develop":[134],"mixup":[136],"bidirectional":[137],"adversarial":[138],"autoencoder":[139,142],"(MixBiAAE).":[140],"This":[141],"leverages":[143],"interpolation":[145],"smooth":[147],"stabilize":[149],"learned":[151],"latent":[152],"space,":[153],"thereby":[154],"enhancing":[155],"invertible":[157],"relationship":[158],"encoder":[162],"generator.":[164],"Additionally,":[165],"help":[167],"fluctuating":[174],"working":[175],"conditions,":[176],"momentum":[178],"memory":[179],"network":[180],"(MoMN)":[181],"-based":[182],"regression":[183],"module":[184],"is":[185],"designed":[186],"both":[188],"branches,":[189],"allowing":[190],"incremental":[191],"updates":[192],"with":[193],"new":[194],"data":[195],"without":[196],"retraining":[197],"model.":[199],"Extensive":[200],"experiments":[201],"an":[203],"flotation":[205],"dataset":[206],"demonstrate":[207],"our":[209],"method":[210],"outperforms":[211],"techniques,":[216],"offering":[217],"robust":[219],"solution":[222],"monitoring.":[226]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
