{"id":"https://openalex.org/W4417455332","doi":"https://doi.org/10.1049/icp.2025.3417","title":"Few-shot reliability analysis for hydraulic pump based on wiener process and generative adversarial network","display_name":"Few-shot reliability analysis for hydraulic pump based on wiener process and generative adversarial network","publication_year":2025,"publication_date":"2025-12-01","ids":{"openalex":"https://openalex.org/W4417455332","doi":"https://doi.org/10.1049/icp.2025.3417"},"language":"en","primary_location":{"id":"doi:10.1049/icp.2025.3417","doi":"https://doi.org/10.1049/icp.2025.3417","is_oa":false,"landing_page_url":"https://doi.org/10.1049/icp.2025.3417","pdf_url":null,"source":{"id":"https://openalex.org/S4404663355","display_name":"IET conference proceedings.","issn_l":"2732-4494","issn":["2732-4494"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Conference Proceedings","raw_type":"journal-article"},"volume":null,"type":"conference-paper","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/A5062588973","display_name":"Yuning Wang","orcid":"https://orcid.org/0000-0001-7386-1897","observed_orcids":["https://orcid.org/0000-0001-7386-1897","https://orcid.org/0009-0000-2086-9633","https://orcid.org/0009-0003-6913-922X","https://orcid.org/0009-0009-7448-9754"]},"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":"Yuning Wang","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055163407","display_name":"Shaoping Wang","orcid":"https://orcid.org/0000-0002-8102-3436","observed_orcids":["https://orcid.org/0000-0002-8102-3436","https://orcid.org/0000-0002-4044-1121"]},"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":"Shaoping Wang","raw_affiliation_strings":["Ningbo Institute of Technology, Beihang University, Ningbo, People's Republic of China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo Institute of Technology, Beihang University, Ningbo, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100460111","display_name":"Chao Zhang","orcid":"https://orcid.org/0000-0001-9054-5132","observed_orcids":["https://orcid.org/0000-0001-9054-5132"]},"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 Zhang","raw_affiliation_strings":["Ningbo Institute of Technology, Beihang University, Ningbo, People's Republic of China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ningbo Institute of Technology, Beihang University, Ningbo, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102969716","display_name":"Rentong Chen","orcid":"https://orcid.org/0000-0002-3264-7189","observed_orcids":["https://orcid.org/0000-0002-3264-7189"]},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I4391768226","display_name":"State Key Laboratory of Mechanical Transmission","ror":"https://ror.org/054scg060","country_code":null,"type":"facility","lineage":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]},{"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":"Rentong Chen","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, People's Republic of China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, People's Republic of China","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I4391768226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.50269756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2025","issue":"35","first_page":"253","last_page":"259"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.0017999999690800905,"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.0008999999845400453,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hydraulic-pumps","display_name":"hydraulic pumps","score":0.9049999713897705},{"id":"https://openalex.org/keywords/brownian-motion","display_name":"Brownian motion","score":0.8519999980926514},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9520000219345093},{"id":"https://openalex.org/keywords/stochastic-degradation-modeling","display_name":"stochastic degradation modeling","score":0.7369999885559082},{"id":"https://openalex.org/keywords/axial-piston-pump","display_name":"axial piston pump","score":0.9139999747276306},{"id":"https://openalex.org/keywords/data-scarcity","display_name":"data scarcity","score":0.6660000085830688},{"id":"https://openalex.org/keywords/reliability-prediction","display_name":"reliability prediction","score":0.5120000243186951}],"concepts":[{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7315999865531921},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5914999842643738},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5730999708175659},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5002999901771545},{"id":"https://openalex.org/C65120314","wikidata":"https://www.wikidata.org/wiki/Q1640143","display_name":"Hydraulic pump","level":2,"score":0.4957999885082245},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.4869000017642975},{"id":"https://openalex.org/C167740415","wikidata":"https://www.wikidata.org/wiki/Q2876213","display_name":"Aerospace","level":2,"score":0.45260000228881836},{"id":"https://openalex.org/C60391097","wikidata":"https://www.wikidata.org/wiki/Q1056809","display_name":"Wiener process","level":2,"score":0.4392000138759613},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4032000005245209},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.3919000029563904},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.35530000925064087},{"id":"https://openalex.org/C11394606","wikidata":"https://www.wikidata.org/wiki/Q1972552","display_name":"Hydraulic machinery","level":2,"score":0.31529998779296875},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.3147999942302704},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3125},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3107999861240387},{"id":"https://openalex.org/C167928553","wikidata":"https://www.wikidata.org/wiki/Q1376021","display_name":"Estimation theory","level":2,"score":0.2847000062465668},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2750999927520752},{"id":"https://openalex.org/C2781089630","wikidata":"https://www.wikidata.org/wiki/Q21856745","display_name":"Realization (probability)","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.25769999623298645},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.25290000438690186},{"id":"https://openalex.org/C199524791","wikidata":"https://www.wikidata.org/wiki/Q7198512","display_name":"Piston (optics)","level":3,"score":0.25060001015663147}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1049/icp.2025.3417","doi":"https://doi.org/10.1049/icp.2025.3417","is_oa":false,"landing_page_url":"https://doi.org/10.1049/icp.2025.3417","pdf_url":null,"source":{"id":"https://openalex.org/S4404663355","display_name":"IET conference proceedings.","issn_l":"2732-4494","issn":["2732-4494"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1"],"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IET Conference Proceedings","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.7207000255584717,"id":"https://metadata.un.org/sdg/9"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Hydraulic":[0],"pumps,":[1],"as":[2],"essential":[3],"components":[4],"in":[5,12],"hydraulic":[6],"systems,":[7],"require":[8],"reliable":[9],"analysis":[10],"methodologies":[11],"the":[13,22,50,69,87],"presence":[14],"of":[15,89],"data":[16,41,71,85,106],"scarcity.":[17],"A":[18],"few-shot":[19],"framework":[20,73],"integrating":[21],"Wiener":[23,51],"process":[24,52],"and":[25,79,92,113,120,126],"Generative":[26],"Adversarial":[27],"Network":[28],"(GAN)":[29],"is":[30,121],"proposed":[31],"to":[32,95,116,124],"address":[33],"this":[34],"issue.":[35],"The":[36,83],"GAN":[37],"generates":[38],"realistic":[39],"degradation":[40,55],"by":[42],"learning":[43],"inherent":[44],"patterns":[45],"from":[46],"limited":[47],"samples,":[48],"while":[49],"characterizes":[53],"stochastic":[54],"behavior":[56],"for":[57,102],"reliability":[58,90,131],"prediction.":[59],"Experimental":[60],"validation":[61],"on":[62],"an":[63],"axial":[64],"piston":[65],"pump":[66],"demonstrates":[67],"that":[68],"small-sample":[70],"generation":[72],"significantly":[74],"reduces":[75],"parameter":[76],"estimation":[77],"error":[78],"enhances":[80],"prediction":[81],"accuracy.":[82],"synthesized":[84],"improves":[86],"precision":[88],"curves":[91],"mean":[93],"time":[94],"failure":[96],"estimations,":[97],"providing":[98],"a":[99,111],"practical":[100],"approach":[101],"scenarios":[103],"with":[104,129],"stringent":[105],"limitations.":[107],"This":[108],"method":[109],"offers":[110],"cost-effective":[112],"scalable":[114],"alternative":[115],"conventional":[117],"physics-of-failure":[118],"models":[119],"particularly":[122],"applicable":[123],"aerospace":[125],"industrial":[127],"systems":[128],"high":[130],"requirements.":[132]},"counts_by_year":[],"updated_date":"2026-09-24T07:57:37.273135","created_date":"2025-12-18T00:00:00"}
