{"id":"https://openalex.org/W4320038075","doi":"https://doi.org/10.1007/978-981-19-6613-2_258","title":"Fault Diagnosis of Hydraulic Systems with Missing Data Based on FGCN: A Data Augmentation Approach","display_name":"Fault Diagnosis of Hydraulic Systems with Missing Data Based on FGCN: A Data Augmentation Approach","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4320038075","doi":"https://doi.org/10.1007/978-981-19-6613-2_258"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-19-6613-2_258","doi":"https://doi.org/10.1007/978-981-19-6613-2_258","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-6613-2_258","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4320038157","display_name":"Advances in Guidance, Navigation and Control"},"type":"conference-paper","is_traditional":true,"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/A5000742454","display_name":"Zhengduo Zhao","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405272819","display_name":"National Key Laboratory of Science and Technology on Reliability and Environmental Engineering","ror":"https://ror.org/04rym0f62","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405272819"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengduo Zhao","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I4405272819","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100733563","display_name":"Liang Ma","orcid":"https://orcid.org/0000-0002-1437-4500","observed_orcids":["https://orcid.org/0000-0002-1437-4500"]},"institutions":[{"id":"https://openalex.org/I4405272819","display_name":"National Key Laboratory of Science and Technology on Reliability and Environmental Engineering","ror":"https://ror.org/04rym0f62","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405272819"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Ma","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-1437-4500","affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I4405272819","https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103736426","display_name":"Jia Liu","orcid":"https://orcid.org/0009-0005-5206-2996","observed_orcids":["https://orcid.org/0009-0005-5206-2996"]},"institutions":[{"id":"https://openalex.org/I890469752","display_name":"Ministry of Industry and Information Technology","ror":"https://ror.org/0385nmy68","country_code":"CN","type":"government","lineage":["https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Liu","raw_affiliation_strings":["The Fifth Electronic Research Institute of Ministry of Industry and Information Technology, Guangzhou, 511370, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Fifth Electronic Research Institute of Ministry of Industry and Information Technology, Guangzhou, 511370, China","institution_ids":["https://openalex.org/I890469752"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041584065","display_name":"Xuanyuan Su","orcid":"https://orcid.org/0000-0003-0306-183X","observed_orcids":["https://orcid.org/0000-0003-0306-183X"]},"institutions":[{"id":"https://openalex.org/I4405272819","display_name":"National Key Laboratory of Science and Technology on Reliability and Environmental Engineering","ror":"https://ror.org/04rym0f62","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405272819"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanyuan Su","raw_affiliation_strings":["School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I4405272819","https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044052333","display_name":"Laifa Tao","orcid":"https://orcid.org/0000-0002-9232-7216","observed_orcids":["https://orcid.org/0000-0002-9232-7216"]},"institutions":[{"id":"https://openalex.org/I4405272819","display_name":"National Key Laboratory of Science and Technology on Reliability and Environmental Engineering","ror":"https://ror.org/04rym0f62","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4405272819"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Laifa Tao","raw_affiliation_strings":["Institute of Reliability Engineering, Beihang University, Beijing, 100191, China","School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-9232-7216","affiliations":[{"raw_affiliation_string":"Institute of Reliability Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"Science and Technology Laboratory on Reliability and Environmental Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I4405272819","https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044052333"],"corresponding_institution_ids":["https://openalex.org/I4405272819","https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.3709,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41159257,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"2647","last_page":"2657"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9976000189781189,"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":0.9976000189781189,"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":0.0015999999595806003,"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/T13293","display_name":"Engineering and Test Systems","score":0.00019999999494757503,"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/fault-diagnosis","display_name":"fault diagnosis","score":0.8159999847412109},{"id":"https://openalex.org/keywords/aircraft-hydraulic-systems","display_name":"aircraft hydraulic systems","score":0.8629999756813049},{"id":"https://openalex.org/keywords/missing-data","display_name":"missing data","score":0.9940000176429749},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.7749999761581421},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.8209999799728394},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8830000162124634},{"id":"https://openalex.org/keywords/hydraulic-pumps","display_name":"hydraulic pumps","score":0.8100000023841858},{"id":"https://openalex.org/keywords/two-stage-model","display_name":"two-stage model","score":0.6800000071525574}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6712245941162109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939326882362366},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5727883577346802},{"id":"https://openalex.org/C9357733","wikidata":"https://www.wikidata.org/wiki/Q6878417","display_name":"Missing data","level":2,"score":0.5507376194000244},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.524330198764801},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.48538243770599365},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.4843524694442749},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46066704392433167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4570259749889374},{"id":"https://openalex.org/C11394606","wikidata":"https://www.wikidata.org/wiki/Q1972552","display_name":"Hydraulic machinery","level":2,"score":0.45116356015205383},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.37268155813217163},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36316460371017456},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29974496364593506},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06793814897537231},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-19-6613-2_258","doi":"https://doi.org/10.1007/978-981-19-6613-2_258","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-19-6613-2_258","pdf_url":null,"source":{"id":"https://openalex.org/S4210179954","display_name":"Lecture notes in electrical engineering","issn_l":"1876-1100","issn":["1876-1100","1876-1119"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Electrical Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2007221293","https://openalex.org/W2120390927","https://openalex.org/W2803978172","https://openalex.org/W2910881901","https://openalex.org/W2952193749","https://openalex.org/W2967625104"],"related_works":["https://openalex.org/W7154616402","https://openalex.org/W4319962915","https://openalex.org/W4327546654","https://openalex.org/W4392101790","https://openalex.org/W4367681402","https://openalex.org/W7084119353","https://openalex.org/W4286306236","https://openalex.org/W7150783473","https://openalex.org/W4408320042","https://openalex.org/W3047930602"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-10T09:11:00.788812","created_date":"2023-02-12T00:00:00"}