{"id":"https://openalex.org/W4415559296","doi":"https://doi.org/10.1016/j.knosys.2025.114761","title":"Multiscale gated recurrent latent variable model for fault detection with incomplete nonstationary time series","display_name":"Multiscale gated recurrent latent variable model for fault detection with incomplete nonstationary time series","publication_year":2025,"publication_date":"2025-10-26","ids":{"openalex":"https://openalex.org/W4415559296","doi":"https://doi.org/10.1016/j.knosys.2025.114761"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2025.114761","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.114761","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","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":null,"display_name":"Ze Ying","orcid":"https://orcid.org/0000-0003-2010-0896"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze Ying","raw_affiliation_strings":["Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China"],"raw_orcid":"https://orcid.org/0000-0003-2010-0896","affiliations":[{"raw_affiliation_string":"Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101653686","display_name":"Yuqing Chang","orcid":"https://orcid.org/0009-0000-3247-3409"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuqing Chang","raw_affiliation_strings":["Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China"],"raw_orcid":"https://orcid.org/0009-0000-3247-3409","affiliations":[{"raw_affiliation_string":"Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101870254","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0001-5721-8017"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Sun","raw_affiliation_strings":["Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113403260","display_name":"Fuli Wang","orcid":"https://orcid.org/0000-0002-7468-528X"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuli Wang","raw_affiliation_strings":["Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northeastern University State Key Laboratory of Synthetical Automation for Process Industries, Shenyang 110819, China","institution_ids":["https://openalex.org/I9224756"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101653686"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.5205,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67012033,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"330","issue":null,"first_page":"114761","last_page":"114761"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.993399977684021,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9891999959945679,"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/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.614300012588501},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5823000073432922},{"id":"https://openalex.org/keywords/latent-variable","display_name":"Latent variable","score":0.5597000122070312},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5422000288963318},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5248000025749207},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4871000051498413},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4634000062942505},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.40700000524520874}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6381000280380249},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.614300012588501},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5823000073432922},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.5597000122070312},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5422000288963318},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5248000025749207},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4871000051498413},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4643999934196472},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4634000062942505},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4629000127315521},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41179999709129333},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.40700000524520874},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.39089998602867126},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3865000009536743},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.38269999623298645},{"id":"https://openalex.org/C161584116","wikidata":"https://www.wikidata.org/wiki/Q1952580","display_name":"Multivariate statistics","level":2,"score":0.35659998655319214},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.34450000524520874},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.33059999346733093},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3075999915599823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3025999963283539},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C182081679","wikidata":"https://www.wikidata.org/wiki/Q1275153","display_name":"Expectation\u2013maximization algorithm","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.25519999861717224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2025.114761","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2025.114761","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2610969313","display_name":null,"funder_award_id":"62273078","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G41980733","display_name":null,"funder_award_id":"N2404015","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W2000982976","https://openalex.org/W2157331557","https://openalex.org/W2958872067","https://openalex.org/W3091076315","https://openalex.org/W3103915004","https://openalex.org/W3121296640","https://openalex.org/W3137756630","https://openalex.org/W3164695830","https://openalex.org/W3175492751","https://openalex.org/W3190076544","https://openalex.org/W3214771856","https://openalex.org/W4206713150","https://openalex.org/W4211234836","https://openalex.org/W4212888625","https://openalex.org/W4285058963","https://openalex.org/W4294891637","https://openalex.org/W4296121638","https://openalex.org/W4312742942","https://openalex.org/W4312843836","https://openalex.org/W4323921595","https://openalex.org/W4367057034","https://openalex.org/W4379932632","https://openalex.org/W4386484666","https://openalex.org/W4388691844","https://openalex.org/W4388740284","https://openalex.org/W4392825505","https://openalex.org/W4394694807","https://openalex.org/W4400728970","https://openalex.org/W4402979007","https://openalex.org/W4402979187","https://openalex.org/W4404728188","https://openalex.org/W4405518449","https://openalex.org/W4406102431","https://openalex.org/W4407263578","https://openalex.org/W4407856860","https://openalex.org/W4408762400","https://openalex.org/W4409783546","https://openalex.org/W4410491968","https://openalex.org/W4410697549","https://openalex.org/W4411260540","https://openalex.org/W4411365228","https://openalex.org/W4412430414","https://openalex.org/W4412656075"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-21T08:15:58.654021","created_date":"2025-10-27T00:00:00"}
