{"id":"https://openalex.org/W4205798196","doi":"https://doi.org/10.1007/s00521-021-06732-x","title":"An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions","display_name":"An adversarial model for electromechanical actuator fault diagnosis under nonideal data conditions","publication_year":2022,"publication_date":"2022-01-16","ids":{"openalex":"https://openalex.org/W4205798196","doi":"https://doi.org/10.1007/s00521-021-06732-x"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06732-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06732-x","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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 Computing and Applications","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/A5100406973","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-3262-653X"},"institutions":[{"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":"Chao Wang","raw_affiliation_strings":["Institute of Reliability Engineering, Beihang University, Beijing, 100191, China","School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China"],"raw_orcid":null,"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 & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044052333","display_name":"Laifa Tao","orcid":"https://orcid.org/0000-0002-9232-7216"},"institutions":[{"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":"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 & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China"],"raw_orcid":null,"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 & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016826981","display_name":"Yu Ding","orcid":"https://orcid.org/0000-0002-1053-8475"},"institutions":[{"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":"Yu Ding","raw_affiliation_strings":["School of Aeronautic Science and Engineering, Beihang University, Beijing, 100191, China"],"raw_orcid":"https://orcid.org/0000-0002-1053-8475","affiliations":[{"raw_affiliation_string":"School of Aeronautic Science and Engineering, Beihang University, Beijing, 100191, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605099","display_name":"Chen L\u00fc","orcid":"https://orcid.org/0000-0003-1927-2391"},"institutions":[{"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":"Chen Lu","raw_affiliation_strings":["Institute of Reliability Engineering, Beihang University, Beijing, 100191, China","School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China"],"raw_orcid":null,"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 & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101980392","display_name":"Jian Ma","orcid":"https://orcid.org/0000-0001-5932-469X"},"institutions":[{"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":"Jian Ma","raw_affiliation_strings":["Institute of Reliability Engineering, Beihang University, Beijing, 100191, China","School of Reliability and Systems Engineering, Beihang University, Beijing, 100191, China","Science & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China"],"raw_orcid":null,"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 & Technology On Reliability and Environmental Engineering Laboratory, Beijing, 100191, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5016826981"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.0377,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.91132977,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"34","issue":"8","first_page":"5883","last_page":"5904"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9984999895095825,"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":0.9984999895095825,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9653000235557556,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9635999798774719,"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/computer-science","display_name":"Computer science","score":0.7567334175109863},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.6057416200637817},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5800795555114746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5667139291763306},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5158485770225525},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.5074064135551453},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.4958992898464203},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48988717794418335},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4695746600627899},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.45224958658218384},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4466111660003662},{"id":"https://openalex.org/keywords/generator","display_name":"Generator (circuit theory)","score":0.4238268733024597},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36497825384140015},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3399624228477478},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3293287456035614},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.10359218716621399}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7567334175109863},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.6057416200637817},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5800795555114746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5667139291763306},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5158485770225525},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.5074064135551453},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.4958992898464203},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48988717794418335},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4695746600627899},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.45224958658218384},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4466111660003662},{"id":"https://openalex.org/C2780992000","wikidata":"https://www.wikidata.org/wiki/Q17016113","display_name":"Generator (circuit theory)","level":3,"score":0.4238268733024597},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36497825384140015},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3399624228477478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3293287456035614},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.10359218716621399},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-021-06732-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06732-x","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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 Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5600000023841858,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G2615940412","display_name":null,"funder_award_id":"YWF-21-BJ-J-517","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G4978194864","display_name":null,"funder_award_id":"61803013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G571898596","display_name":null,"funder_award_id":"61973011","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8003294266","display_name":null,"funder_award_id":"ZG140S1993","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8538458870","display_name":null,"funder_award_id":"YWF-21-BJ-J-723","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W123674479","https://openalex.org/W2056700529","https://openalex.org/W2148143831","https://openalex.org/W2160592227","https://openalex.org/W2317595875","https://openalex.org/W2480364715","https://openalex.org/W2529693955","https://openalex.org/W2605135824","https://openalex.org/W2768753204","https://openalex.org/W2777755236","https://openalex.org/W2794775703","https://openalex.org/W2801457104","https://openalex.org/W2887357076","https://openalex.org/W2950150695","https://openalex.org/W2961333734","https://openalex.org/W2963351448","https://openalex.org/W2970789818","https://openalex.org/W2981037163","https://openalex.org/W2998506103","https://openalex.org/W2999309480","https://openalex.org/W3019117233","https://openalex.org/W3027122607","https://openalex.org/W3038113200","https://openalex.org/W3045207253","https://openalex.org/W3046758541","https://openalex.org/W3048077558","https://openalex.org/W3081605261","https://openalex.org/W3086464507","https://openalex.org/W3096831136","https://openalex.org/W6780248173"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2502115930","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2145836866","https://openalex.org/W2803255133"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}