{"id":"https://openalex.org/W2591277140","doi":"https://doi.org/10.1177/0959651816678502","title":"Artificial neural network\u2013based internal leakage fault detection for hydraulic actuators: An experimental investigation","display_name":"Artificial neural network\u2013based internal leakage fault detection for hydraulic actuators: An experimental investigation","publication_year":2017,"publication_date":"2017-02-19","ids":{"openalex":"https://openalex.org/W2591277140","doi":"https://doi.org/10.1177/0959651816678502","mag":"2591277140"},"language":"en","primary_location":{"id":"doi:10.1177/0959651816678502","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0959651816678502","pdf_url":null,"source":{"id":"https://openalex.org/S4210196624","display_name":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","issn_l":"0959-6518","issn":["0959-6518","2041-3041"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering","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/A5032223352","display_name":"Zhikai Yao","orcid":"https://orcid.org/0000-0001-6716-7321"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]},{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhikai Yao","raw_affiliation_strings":["School of Field Engineering, PLA University of Science and Technology, Nanjing, China","School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Field Engineering, PLA University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I4210163363"]},{"raw_affiliation_string":"School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025161279","display_name":"Yongping Yu","orcid":"https://orcid.org/0000-0002-8873-7642"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yongping Yu","raw_affiliation_strings":["Aviation Key Laboratory of Science and Technology on Aero Electromechanical System Integration, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aviation Key Laboratory of Science and Technology on Aero Electromechanical System Integration, Nanjing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019832915","display_name":"Jianyong Yao","orcid":"https://orcid.org/0000-0003-2206-1392"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianyong Yao","raw_affiliation_strings":["School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Nanjing University of Science and Technology, Nanjing, China","institution_ids":["https://openalex.org/I36399199"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019832915"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":2.441,"has_fulltext":false,"cited_by_count":24,"citation_normalized_percentile":{"value":0.8741755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"232","issue":"4","first_page":"369","last_page":"382"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9980000257492065,"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"}},"topics":[{"id":"https://openalex.org/T11372","display_name":"Hydraulic and Pneumatic Systems","score":0.9980000257492065,"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":0.995199978351593,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9933000206947327,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7534465789794922},{"id":"https://openalex.org/keywords/leakage","display_name":"Leakage (economics)","score":0.5725120306015015},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5248715281486511},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.47478407621383667},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4587434232234955},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4523428976535797},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41721445322036743},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.4060300290584564},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.39457839727401733},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.3826241195201874}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7534465789794922},{"id":"https://openalex.org/C2777042071","wikidata":"https://www.wikidata.org/wiki/Q6509304","display_name":"Leakage (economics)","level":2,"score":0.5725120306015015},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5248715281486511},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.47478407621383667},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4587434232234955},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4523428976535797},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41721445322036743},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.4060300290584564},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.39457839727401733},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.3826241195201874},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0959651816678502","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0959651816678502","pdf_url":null,"source":{"id":"https://openalex.org/S4210196624","display_name":"Proceedings of the Institution of Mechanical Engineers Part I Journal of Systems and Control Engineering","issn_l":"0959-6518","issn":["0959-6518","2041-3041"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7219191295","display_name":null,"funder_award_id":"51305203","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1608807342","https://openalex.org/W1629010235","https://openalex.org/W1990895816","https://openalex.org/W1999362577","https://openalex.org/W2019306046","https://openalex.org/W2021497603","https://openalex.org/W2040711182","https://openalex.org/W2044278669","https://openalex.org/W2045013876","https://openalex.org/W2076462394","https://openalex.org/W2078626246","https://openalex.org/W2107671701","https://openalex.org/W2108486557","https://openalex.org/W2108581046","https://openalex.org/W2112796928","https://openalex.org/W2117605913","https://openalex.org/W2132241724","https://openalex.org/W2137602680","https://openalex.org/W2147707545","https://openalex.org/W2149841186","https://openalex.org/W2159558949","https://openalex.org/W2161113826","https://openalex.org/W2161700699","https://openalex.org/W2162866111","https://openalex.org/W2166660691","https://openalex.org/W2168961103","https://openalex.org/W2323127907","https://openalex.org/W2540877599","https://openalex.org/W2919115771","https://openalex.org/W4244512923"],"related_works":["https://openalex.org/W2490690736","https://openalex.org/W2099333796","https://openalex.org/W1999058329","https://openalex.org/W2080330449","https://openalex.org/W2007221537","https://openalex.org/W2169474978","https://openalex.org/W785766289","https://openalex.org/W2011222276","https://openalex.org/W2185997459","https://openalex.org/W2967125373"],"abstract_inverted_index":{"Internal":[0],"leakage":[1,44,98,122,282],"is":[2,123,214,256,264],"a":[3,70,127,226,251,272,276,284],"typical":[4],"fault":[5],"in":[6,19,59,115],"the":[7,23,55,65,83,112,116,133,137,144,152,156,187,192,197,206,210,217,232,238,261,267,280],"hydraulic":[8],"systems,":[9],"which":[10],"may":[11],"be":[12],"caused":[13],"by":[14,179],"seal":[15],"damage,":[16],"and":[17,74,132,146,172,191,244,250],"result":[18,274],"deteriorated":[20],"performance":[21],"of":[22,36,48,54,136,155,209,231,253],"system.":[24],"To":[25],"study":[26],"this":[27,29],"issue,":[28],"article":[30],"carries":[31],"out":[32],"an":[33],"experimental":[34,87],"investigation":[35],"artificial":[37,158],"neural":[38,159,164,167,170,174,189,219,234],"network\u2013based":[39],"detection":[40,207,228,269],"method":[41,270],"for":[42,64],"internal":[43,97,281],"fault.":[45],"A":[46],"period":[47],"pressure":[49,113],"signal":[50,72,78,105,110,114,140,286],"at":[51,258],"one":[52],"chamber":[53],"actuator":[56],"was":[57],"taken":[58],"response":[60],"to":[61,125,185,204,278],"sinusoidal-like":[62],"inputs":[63],"closed-loop":[66],"controlled":[67],"system":[68],"as":[69,151,182,201],"basic":[71,104,139],"unit,":[73],"totally,":[75],"1000":[76],"periodic":[77],"units":[79,106,141],"are":[80,89,107,247],"obtained":[81],"from":[82,196],"experiments.":[84],"The":[85],"above":[86,188],"measurements":[88],"repetitively":[90],"implemented":[91],"with":[92,129,221],"11":[93],"different":[94,195],"active":[95,120],"exerted":[96,121],"levels,":[99],"that":[100,216,266],"is,":[101],"totally":[102],"11,000":[103],"obtained.":[108],"For":[109],"processing,":[111],"operation":[117],"condition":[118],"without":[119,275],"chosen":[124],"generate":[126],"baseline":[128,145],"suitable":[130],"pre-proceed,":[131],"relative":[134],"values":[135],"other":[138,147,193],"(D-value":[142],"between":[143],"original":[148],"signals)":[149],"act":[150,200],"global":[153],"samples":[154,178,184,194,199,203],"following":[157],"networks,":[160],"traditional":[161],"back":[162],"propagation":[163],"network,":[165,168,175],"deep":[166,218],"convolution":[169],"network":[171,220],"auto-encoder":[173],"separately;":[176],"8800":[177],"random":[180],"extraction":[181],"train":[183,186,198],"networks":[190],"test":[202],"examine":[205],"accuracy":[208,229],"proposed":[211,268],"method.":[212],"It":[213],"shown":[215,265],"five":[222],"layers":[223],"can":[224],"obtain":[225],"best":[227],"(92.23%)":[230],"above-mentioned":[233],"networks.":[235],"In":[236],"addition,":[237],"methods":[239,255],"based":[240],"on":[241],"wavelet":[242],"transform":[243,246],"Hilbert\u2013Huang":[245],"also":[248],"applied,":[249],"comparison":[252],"these":[254],"provided":[257],"last.":[259],"From":[260],"comparison,":[262],"it":[263],"obtains":[271],"good":[273],"need":[277],"model":[279],"or":[283],"complicated":[285],"processing.":[287]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2026-05-05T06:06:40.768181","created_date":"2025-10-10T00:00:00"}
