{"id":"https://openalex.org/W4205561712","doi":"https://doi.org/10.1007/s11063-021-10719-z","title":"Deep Transfer Learning in Mechanical Intelligent Fault Diagnosis: Application and Challenge","display_name":"Deep Transfer Learning in Mechanical Intelligent Fault Diagnosis: Application and Challenge","publication_year":2022,"publication_date":"2022-01-06","ids":{"openalex":"https://openalex.org/W4205561712","doi":"https://doi.org/10.1007/s11063-021-10719-z"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-021-10719-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-021-10719-z","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"Neural Processing Letters","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/A5029640308","display_name":"Chenhui Qian","orcid":"https://orcid.org/0000-0003-4786-8141"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenhui Qian","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102718057","display_name":"Junjun Zhu","orcid":"https://orcid.org/0009-0006-8486-3613"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junjun Zhu","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047980519","display_name":"Yehu Shen","orcid":"https://orcid.org/0000-0002-8917-719X"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yehu Shen","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063227132","display_name":"Quan Jiang","orcid":"https://orcid.org/0000-0002-4148-3438"},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Quansheng Jiang","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China"],"raw_orcid":"https://orcid.org/0000-0002-4148-3438","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China","institution_ids":["https://openalex.org/I308837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012633725","display_name":"Qingkui Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I308837","display_name":"Suzhou University of Science and Technology","ror":"https://ror.org/04en8wb91","country_code":"CN","type":"education","lineage":["https://openalex.org/I308837"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qingkui Zhang","raw_affiliation_strings":["School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Suzhou University of Science and Technology, Suzhou, 215009, PR China","institution_ids":["https://openalex.org/I308837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012633725","https://openalex.org/A5063227132"],"corresponding_institution_ids":["https://openalex.org/I308837"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":7.4584,"has_fulltext":false,"cited_by_count":85,"citation_normalized_percentile":{"value":0.98390009,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"54","issue":"3","first_page":"2509","last_page":"2531"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9919000267982483,"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":0.9610000252723694,"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/computational-intelligence","display_name":"Computational intelligence","score":0.6737149357795715},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5477244257926941},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5361015796661377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5292567610740662},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5188168883323669},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.42356908321380615},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34340691566467285},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1149943470954895}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6737149357795715},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5477244257926941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361015796661377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5292567610740662},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5188168883323669},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.42356908321380615},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34340691566467285},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1149943470954895},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-021-10719-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-021-10719-z","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5199999809265137,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1009464820","display_name":null,"funder_award_id":"51975394","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":88,"referenced_works":["https://openalex.org/W174941419","https://openalex.org/W867303916","https://openalex.org/W1969536016","https://openalex.org/W2009216626","https://openalex.org/W2035069782","https://openalex.org/W2075538140","https://openalex.org/W2122838776","https://openalex.org/W2302302889","https://openalex.org/W2341914330","https://openalex.org/W2395579298","https://openalex.org/W2556013418","https://openalex.org/W2558325327","https://openalex.org/W2567470842","https://openalex.org/W2619499162","https://openalex.org/W2731372149","https://openalex.org/W2762355244","https://openalex.org/W2765317657","https://openalex.org/W2766414400","https://openalex.org/W2782812883","https://openalex.org/W2786808285","https://openalex.org/W2791694051","https://openalex.org/W2795550564","https://openalex.org/W2798149494","https://openalex.org/W2884552531","https://openalex.org/W2887782657","https://openalex.org/W2889945482","https://openalex.org/W2898375427","https://openalex.org/W2898760173","https://openalex.org/W2900529838","https://openalex.org/W2902395336","https://openalex.org/W2904494822","https://openalex.org/W2907541186","https://openalex.org/W2910093290","https://openalex.org/W2915423430","https://openalex.org/W2916064970","https://openalex.org/W2920966068","https://openalex.org/W2927695619","https://openalex.org/W2937746951","https://openalex.org/W2945551885","https://openalex.org/W2953260284","https://openalex.org/W2953680418","https://openalex.org/W2963168418","https://openalex.org/W2964937757","https://openalex.org/W2966140116","https://openalex.org/W2968171911","https://openalex.org/W2981375875","https://openalex.org/W2984201918","https://openalex.org/W2990705538","https://openalex.org/W2995279030","https://openalex.org/W2995758361","https://openalex.org/W2998506103","https://openalex.org/W3004725381","https://openalex.org/W3006227838","https://openalex.org/W3009613663","https://openalex.org/W3009747427","https://openalex.org/W3012040475","https://openalex.org/W3013328650","https://openalex.org/W3025171967","https://openalex.org/W3025981493","https://openalex.org/W3033043953","https://openalex.org/W3036403470","https://openalex.org/W3037050316","https://openalex.org/W3039489616","https://openalex.org/W3040853111","https://openalex.org/W3040865353","https://openalex.org/W3042795046","https://openalex.org/W3044924319","https://openalex.org/W3045925575","https://openalex.org/W3047598527","https://openalex.org/W3048041569","https://openalex.org/W3048796145","https://openalex.org/W3078132426","https://openalex.org/W3083531094","https://openalex.org/W3112955596","https://openalex.org/W3113107791","https://openalex.org/W3114580462","https://openalex.org/W3119154726","https://openalex.org/W3129796452","https://openalex.org/W3132422289","https://openalex.org/W3134397144","https://openalex.org/W3138031391","https://openalex.org/W3138065964","https://openalex.org/W3143473598","https://openalex.org/W3143641415","https://openalex.org/W3144205684","https://openalex.org/W3157177672","https://openalex.org/W3170219010","https://openalex.org/W3197156367"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W2736674626","https://openalex.org/W2973875853","https://openalex.org/W4386828785","https://openalex.org/W3165580226","https://openalex.org/W2961085424","https://openalex.org/W3135401135","https://openalex.org/W2886688859","https://openalex.org/W3133164560"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":27},{"year":2023,"cited_by_count":23},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}