{"id":"https://openalex.org/W7172501282","doi":"https://doi.org/10.1016/j.neucom.2026.134690","title":"Physics-augmented federated continual learning for rotating machinery fault diagnosis","display_name":"Physics-augmented federated continual learning for rotating machinery fault diagnosis","publication_year":2026,"publication_date":"2026-08-05","ids":{"openalex":"https://openalex.org/W7172501282","doi":"https://doi.org/10.1016/j.neucom.2026.134690"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.134690","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134690","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","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/A5057513495","display_name":"Yanxin Hu","orcid":"https://orcid.org/0000-0002-0800-7560"},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]},{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanxin Hu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Changchun University Of Technology, Changchun, 130012, China"],"raw_orcid":"https://orcid.org/0000-0002-0800-7560","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Changchun University Of Technology, Changchun, 130012, China","institution_ids":["https://openalex.org/I106645853","https://openalex.org/I49232843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022374886","display_name":"Yan Huang","orcid":"https://orcid.org/0000-0001-7775-4597"},"institutions":[{"id":"https://openalex.org/I172980758","display_name":"Kennesaw State University","ror":"https://ror.org/00jeqjx33","country_code":"US","type":"education","lineage":["https://openalex.org/I172980758"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yan Huang","raw_affiliation_strings":["Department of Software Engineering and Game Development, Kennesaw State University, Atlanta, CA, 30060, USA"],"raw_orcid":"https://orcid.org/0000-0001-7775-4597","affiliations":[{"raw_affiliation_string":"Department of Software Engineering and Game Development, Kennesaw State University, Atlanta, CA, 30060, USA","institution_ids":["https://openalex.org/I172980758"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134028298","display_name":"Zhenzhen Xie","orcid":"https://orcid.org/0000-0002-8907-2064"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenzhen Xie","raw_affiliation_strings":["School of Computer Science and Technology, Shandong University, Qingdao, 266237, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Shandong University, Qingdao, 266237, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003849291","display_name":"Junjie Pang","orcid":"https://orcid.org/0000-0002-9647-5582"},"institutions":[{"id":"https://openalex.org/I108688024","display_name":"Qingdao University","ror":"https://ror.org/021cj6z65","country_code":"CN","type":"education","lineage":["https://openalex.org/I108688024"]},{"id":"https://openalex.org/I143413998","display_name":"Qingdao University of Science and Technology","ror":"https://ror.org/041j8js14","country_code":"CN","type":"education","lineage":["https://openalex.org/I143413998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjie Pang","raw_affiliation_strings":["School of Computer Science and Engineering, Qingdao University, Qingdao, 266000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Qingdao University, Qingdao, 266000, China","institution_ids":["https://openalex.org/I108688024","https://openalex.org/I143413998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085983625","display_name":"Chao Cheng","orcid":"https://orcid.org/0000-0001-5858-5193"},"institutions":[{"id":"https://openalex.org/I106645853","display_name":"Changchun University of Science and Technology","ror":"https://ror.org/007mntk44","country_code":"CN","type":"education","lineage":["https://openalex.org/I106645853"]},{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chao Cheng","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Changchun University Of Technology, Changchun, 130012, China"],"raw_orcid":"https://orcid.org/0000-0001-5858-5193","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Changchun University Of Technology, Changchun, 130012, China","institution_ids":["https://openalex.org/I106645853","https://openalex.org/I49232843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5085983625"],"corresponding_institution_ids":["https://openalex.org/I106645853","https://openalex.org/I49232843"],"apc_list":{"value":2670,"currency":"USD","value_usd":2670},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79697883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"703","issue":null,"first_page":"134690","last_page":"134690"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8985999822616577,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.8985999822616577,"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/T12676","display_name":"Machine Learning and ELM","score":0.01209999993443489,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.008500000461935997,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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","display_name":"Fault (geology)","score":0.5461000204086304},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.35339999198913574},{"id":"https://openalex.org/keywords/fault-tolerance","display_name":"Fault tolerance","score":0.2816999852657318},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.27219998836517334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117999792098999},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5461000204086304},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4138000011444092},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.35339999198913574},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.34709998965263367},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.31130000948905945},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.30070000886917114},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.29030001163482666},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2791999876499176},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.27219998836517334},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.134690","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134690","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5309224128723145,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G4573842245","display_name":null,"funder_award_id":"62372063","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":37,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1156597265","https://openalex.org/W2010619950","https://openalex.org/W2560647685","https://openalex.org/W2904460913","https://openalex.org/W2914776782","https://openalex.org/W3115710758","https://openalex.org/W4205160070","https://openalex.org/W4210940432","https://openalex.org/W4224267581","https://openalex.org/W4293004936","https://openalex.org/W4303710087","https://openalex.org/W4376870093","https://openalex.org/W4383343635","https://openalex.org/W4386902821","https://openalex.org/W4388820220","https://openalex.org/W4390705336","https://openalex.org/W4391620892","https://openalex.org/W4391648902","https://openalex.org/W4392976126","https://openalex.org/W4394985081","https://openalex.org/W4395470989","https://openalex.org/W4397014361","https://openalex.org/W4399295412","https://openalex.org/W4401246769","https://openalex.org/W4401687882","https://openalex.org/W4401826638","https://openalex.org/W4406903115","https://openalex.org/W4407900318","https://openalex.org/W4408097486","https://openalex.org/W4409629530","https://openalex.org/W4410027210","https://openalex.org/W4412404010","https://openalex.org/W4414197085","https://openalex.org/W7133215433","https://openalex.org/W7134887304","https://openalex.org/W7147666709"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-08-06T00:00:00"}
