{"id":"https://openalex.org/W7166887707","doi":"https://doi.org/10.1016/j.engappai.2026.115541","title":"An incremental learning method based on dynamic-static collaborative prompts for fault diagnosis of critical components in bogies","display_name":"An incremental learning method based on dynamic-static collaborative prompts for fault diagnosis of critical components in bogies","publication_year":2026,"publication_date":"2026-07-01","ids":{"openalex":"https://openalex.org/W7166887707","doi":"https://doi.org/10.1016/j.engappai.2026.115541"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.115541","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115541","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"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":"Engineering Applications of Artificial Intelligence","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/A5018101139","display_name":"Hongchuang Tan","orcid":null},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210097660"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongchuang Tan","raw_affiliation_strings":["Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0002-2240-2038","affiliations":[{"raw_affiliation_string":"Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210097660"]},{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123018119","display_name":"Yiheng Su","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210097660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiheng Su","raw_affiliation_strings":["Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210097660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020697507","display_name":"Suchao Xie","orcid":"https://orcid.org/0000-0003-2855-2774"},"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":true,"raw_author_name":"Suchao Xie","raw_affiliation_strings":["School of Traffic & Transportation Engineering, Central South University, Changsha, Hunan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Traffic & Transportation Engineering, Central South University, Changsha, Hunan, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057851674","display_name":"X J Li","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210097660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinxin Li","raw_affiliation_strings":["Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210097660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123016358","display_name":"Enci Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210097660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Enci Yan","raw_affiliation_strings":["Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210097660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100806621","display_name":"Yao Zeng","orcid":null},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210097660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zeng","raw_affiliation_strings":["Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210097660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114357330","display_name":"Wenbin Chen","orcid":"https://orcid.org/0000-0002-4042-5180"},"institutions":[{"id":"https://openalex.org/I150807315","display_name":"Guangxi University","ror":"https://ror.org/02c9qn167","country_code":"CN","type":"education","lineage":["https://openalex.org/I150807315"]},{"id":"https://openalex.org/I4210097660","display_name":"Guangxi Science and Technology Department","ror":"https://ror.org/00dhpdx54","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210097660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Chen","raw_affiliation_strings":["Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangxi Key Lab of Manufacturing System and Advance Manufacturing Technology, Guangxi University, Nanning, Guangxi, China","institution_ids":["https://openalex.org/I150807315","https://openalex.org/I4210097660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054414778","display_name":"Yun Kong","orcid":"https://orcid.org/0000-0002-0728-7206"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yun Kong","raw_affiliation_strings":["School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018101139","https://openalex.org/A5020697507","https://openalex.org/A5054414778"],"corresponding_institution_ids":["https://openalex.org/I125839683","https://openalex.org/I139660479","https://openalex.org/I150807315","https://openalex.org/I4210097660"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.81255454,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"181","issue":null,"first_page":"115541","last_page":"115541"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.2867000102996826,"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"}},"topics":[{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.2867000102996826,"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/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.2712000012397766,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.15369999408721924,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bogie","display_name":"Bogie","score":0.8105999827384949},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49729999899864197},{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.43369999527931213},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.41620001196861267},{"id":"https://openalex.org/keywords/decision-boundary","display_name":"Decision boundary","score":0.4101000130176544},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.39419999718666077},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.3749000132083893},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.3718999922275543}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8834999799728394},{"id":"https://openalex.org/C123045823","wikidata":"https://www.wikidata.org/wiki/Q217421","display_name":"Bogie","level":2,"score":0.8105999827384949},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4999000132083893},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49729999899864197},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.43369999527931213},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41620001196861267},{"id":"https://openalex.org/C42023084","wikidata":"https://www.wikidata.org/wiki/Q5249231","display_name":"Decision boundary","level":3,"score":0.4101000130176544},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.39419999718666077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3813000023365021},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.3718999922275543},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3714999854564667},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.3555000126361847},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.337799996137619},{"id":"https://openalex.org/C2780735816","wikidata":"https://www.wikidata.org/wiki/Q28324931","display_name":"Incremental learning","level":2,"score":0.33719998598098755},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.3345000147819519},{"id":"https://openalex.org/C63540848","wikidata":"https://www.wikidata.org/wiki/Q3140932","display_name":"Fault tolerance","level":2,"score":0.32989999651908875},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.328900009393692},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.3140999972820282},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.3066999912261963},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.30309998989105225},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2985999882221222},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.27059999108314514},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.27059999108314514}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.115541","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115541","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"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":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.518902063369751}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2560647685","https://openalex.org/W3203405950","https://openalex.org/W4281554598","https://openalex.org/W4309155739","https://openalex.org/W4313657018","https://openalex.org/W4321019966","https://openalex.org/W4377041956","https://openalex.org/W4392727245","https://openalex.org/W4396732961","https://openalex.org/W4401807480","https://openalex.org/W4404770588","https://openalex.org/W4405967525","https://openalex.org/W4406141516","https://openalex.org/W4406688172","https://openalex.org/W4407596503","https://openalex.org/W4407598208","https://openalex.org/W4407969420","https://openalex.org/W4408176264","https://openalex.org/W4409202036","https://openalex.org/W4410525564","https://openalex.org/W4411326057","https://openalex.org/W4411405499","https://openalex.org/W4412719163","https://openalex.org/W4413963232","https://openalex.org/W4415895944","https://openalex.org/W4416014822","https://openalex.org/W4416646200","https://openalex.org/W7091517904","https://openalex.org/W7116911293","https://openalex.org/W7118559466","https://openalex.org/W7154130918","https://openalex.org/W7155499460"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-02T06:18:51.028212","created_date":"2026-07-02T00:00:00"}