{"id":"https://openalex.org/W7164846542","doi":"https://doi.org/10.1016/j.aei.2026.104956","title":"Distribution-anchored causal regularization network for exemplar-free class incremental fault diagnosis under unseen operating domains","display_name":"Distribution-anchored causal regularization network for exemplar-free class incremental fault diagnosis under unseen operating domains","publication_year":2026,"publication_date":"2026-06-15","ids":{"openalex":"https://openalex.org/W7164846542","doi":"https://doi.org/10.1016/j.aei.2026.104956"},"language":"en","primary_location":{"id":"doi:10.1016/j.aei.2026.104956","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2026.104956","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"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":"Advanced Engineering Informatics","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/A5100620225","display_name":"Hao Wu","orcid":"https://orcid.org/0000-0001-7575-5756"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Wu","raw_affiliation_strings":["Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou 215131, China","School of Rail Transportation, Soochow University, Suzhou 215131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou 215131, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou 215131, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015527442","display_name":"Chuancang Ding","orcid":"https://orcid.org/0000-0002-7610-5293"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuancang Ding","raw_affiliation_strings":["Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou 215131, China","School of Rail Transportation, Soochow University, Suzhou 215131, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou 215131, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou 215131, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072145928","display_name":"Weiguo Huang","orcid":"https://orcid.org/0000-0002-6734-2019"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiguo Huang","raw_affiliation_strings":["Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou 215131, China","School of Rail Transportation, Soochow University, Suzhou 215131, China"],"raw_orcid":"https://orcid.org/0000-0002-6734-2019","affiliations":[{"raw_affiliation_string":"Intelligent Urban Rail Engineering Research Center of Jiangsu Province, Soochow University, Suzhou 215131, China","institution_ids":["https://openalex.org/I3923682"]},{"raw_affiliation_string":"School of Rail Transportation, Soochow University, Suzhou 215131, China","institution_ids":["https://openalex.org/I3923682"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072145928"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":{"value":3570,"currency":"USD","value_usd":3570},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74779356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"76","issue":null,"first_page":"104956","last_page":"104956"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.7738999724388123,"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":0.7738999724388123,"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":0.04280000180006027,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.01769999973475933,"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/regularization","display_name":"Regularization (linguistics)","score":0.7350999712944031},{"id":"https://openalex.org/keywords/retraining","display_name":"Retraining","score":0.4805999994277954},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4212000072002411},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.39899998903274536},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.3937000036239624},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.3799000084400177},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3472000062465668}],"concepts":[{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.7350999712944031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6521999835968018},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5618000030517578},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5220000147819519},{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.4805999994277954},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4212000072002411},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.39899998903274536},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.3937000036239624},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3668000102043152},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3472000062465668},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.34380000829696655},{"id":"https://openalex.org/C2781140086","wikidata":"https://www.wikidata.org/wiki/Q557945","display_name":"Confusion","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.29100000858306885},{"id":"https://openalex.org/C2780440489","wikidata":"https://www.wikidata.org/wiki/Q5227278","display_name":"Data-driven","level":2,"score":0.2734000086784363},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.aei.2026.104956","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.aei.2026.104956","pdf_url":null,"source":{"id":"https://openalex.org/S112141509","display_name":"Advanced Engineering Informatics","issn_l":"1474-0346","issn":["1474-0346","1873-5320"],"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":"Advanced Engineering Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.792235791683197}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2560647685","https://openalex.org/W2954929116","https://openalex.org/W2964189064","https://openalex.org/W3135588948","https://openalex.org/W3178686235","https://openalex.org/W4281554598","https://openalex.org/W4312309344","https://openalex.org/W4318825746","https://openalex.org/W4388508348","https://openalex.org/W4390604872","https://openalex.org/W4394625757","https://openalex.org/W4397014361","https://openalex.org/W4400188158","https://openalex.org/W4401503164","https://openalex.org/W4401503249","https://openalex.org/W4402629677","https://openalex.org/W4403445875","https://openalex.org/W4406455692","https://openalex.org/W4406688172","https://openalex.org/W4407393035","https://openalex.org/W4408304995","https://openalex.org/W4410027210","https://openalex.org/W4412623380","https://openalex.org/W4413050376","https://openalex.org/W4414054138","https://openalex.org/W4414568279","https://openalex.org/W4416646200","https://openalex.org/W7123349468"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2026-06-16T00:00:00"}