{"id":"https://openalex.org/W4409346226","doi":"https://doi.org/10.1007/s10489-025-06535-w","title":"Intelligent fault diagnosis method based on data generation and long-patch vision transformer under small samples","display_name":"Intelligent fault diagnosis method based on data generation and long-patch vision transformer under small samples","publication_year":2025,"publication_date":"2025-04-11","ids":{"openalex":"https://openalex.org/W4409346226","doi":"https://doi.org/10.1007/s10489-025-06535-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-06535-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06535-w","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied 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/A5051284836","display_name":"Jian Cen","orcid":"https://orcid.org/0000-0002-1714-7397"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jian Cen","raw_affiliation_strings":["Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003679025","display_name":"Weiwei Si","orcid":"https://orcid.org/0009-0001-9923-3343"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiwei Si","raw_affiliation_strings":["Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008702937","display_name":"Xi Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xi Liu","raw_affiliation_strings":["Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China"],"raw_orcid":"https://orcid.org/0000-0001-5465-9730","affiliations":[{"raw_affiliation_string":"Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101405823","display_name":"Bichuang Zhao","orcid":"https://orcid.org/0009-0005-3616-9523"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bichuang Zhao","raw_affiliation_strings":["Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102575192","display_name":"Hankun Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hankun Huang","raw_affiliation_strings":["Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013169472","display_name":"Junfu Liu","orcid":"https://orcid.org/0000-0003-1733-2899"},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfu Liu","raw_affiliation_strings":["Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Intelligent Building Equipment Information Integration and Control Key Laboratory, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]},{"raw_affiliation_string":"School of Automation, Guangdong Polytechnic Normal University, Guangzhou, 510665, China","institution_ids":["https://openalex.org/I4210122543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5051284836"],"corresponding_institution_ids":["https://openalex.org/I4210122543"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.3995,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.93946791,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"55","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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":0.9909999966621399,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/computer-science","display_name":"Computer science","score":0.9045049548149109},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6414767503738403},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49154433608055115},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45586374402046204},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14490976929664612},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.05576390027999878}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9045049548149109},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6414767503738403},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49154433608055115},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45586374402046204},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14490976929664612},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.05576390027999878},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-06535-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06535-w","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W2898760173","https://openalex.org/W2998506103","https://openalex.org/W3004591935","https://openalex.org/W3026117520","https://openalex.org/W3106586287","https://openalex.org/W3175239808","https://openalex.org/W3179658769","https://openalex.org/W3200647619","https://openalex.org/W3209453546","https://openalex.org/W3213777593","https://openalex.org/W3214066484","https://openalex.org/W3216759837","https://openalex.org/W4200533191","https://openalex.org/W4211058054","https://openalex.org/W4213019189","https://openalex.org/W4224302837","https://openalex.org/W4225166154","https://openalex.org/W4284714138","https://openalex.org/W4288772854","https://openalex.org/W4293732289","https://openalex.org/W4293811858","https://openalex.org/W4294811289","https://openalex.org/W4313377512","https://openalex.org/W4360884927","https://openalex.org/W4364323298","https://openalex.org/W4382197310","https://openalex.org/W4384157063","https://openalex.org/W4385819671","https://openalex.org/W4386364125","https://openalex.org/W4387133145","https://openalex.org/W4387338457","https://openalex.org/W4388213736","https://openalex.org/W4388839491"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
