{"id":"https://openalex.org/W4396877544","doi":"https://doi.org/10.1109/tim.2024.3400349","title":"Adaptive Global Noise Suppression Deep Deconvolution for Weak Fault Signature Mining of Aero-Engine Accessory Casing","display_name":"Adaptive Global Noise Suppression Deep Deconvolution for Weak Fault Signature Mining of Aero-Engine Accessory Casing","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4396877544","doi":"https://doi.org/10.1109/tim.2024.3400349"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3400349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3400349","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5046354856","display_name":"Jiakai Ding","orcid":"https://orcid.org/0000-0002-4117-8425"},"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"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiakai Ding","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-4117-8425","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100726201","display_name":"Yi Wang","orcid":"https://orcid.org/0000-0003-4418-8861"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Wang","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-4418-8861","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031378379","display_name":"Yi Qin","orcid":"https://orcid.org/0000-0002-2160-4300"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Qin","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2160-4300","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010206131","display_name":"Baoping Tang","orcid":"https://orcid.org/0000-0002-8286-8860"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baoping Tang","raw_affiliation_strings":["College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8286-8860","affiliations":[{"raw_affiliation_string":"College of Mechanical and Vehicle Engineering, State Key Laboratory of Mechanical Transmission for Advanced Equipment, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]},{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission for Advanced Equipment, College of Mechanical and Vehicle Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046354856"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":3.4707,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.92769881,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9527000188827515,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9527000188827515,"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":0.9314000010490417,"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/casing","display_name":"Casing","score":0.8356119394302368},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.7008523941040039},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.6371595859527588},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6335619688034058},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5621469020843506},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4760724902153015},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3884798288345337},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.348952978849411},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.3468242883682251},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3241727352142334},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25010186433792114},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23863264918327332},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.20875787734985352},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.12769997119903564},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09535181522369385}],"concepts":[{"id":"https://openalex.org/C30399818","wikidata":"https://www.wikidata.org/wiki/Q5048830","display_name":"Casing","level":2,"score":0.8356119394302368},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.7008523941040039},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.6371595859527588},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6335619688034058},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5621469020843506},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4760724902153015},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3884798288345337},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.348952978849411},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.3468242883682251},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3241727352142334},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25010186433792114},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23863264918327332},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.20875787734985352},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.12769997119903564},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09535181522369385},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3400349","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3400349","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8500000238418579}],"awards":[{"id":"https://openalex.org/G4853866051","display_name":null,"funder_award_id":"52175076","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6361702565","display_name":null,"funder_award_id":"2023CDJXY-025","funder_id":"https://openalex.org/F4320327599","funder_display_name":"Central Universities in China"},{"id":"https://openalex.org/G894375120","display_name":null,"funder_award_id":"CSTB2023NSCQMSX0344","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327599","display_name":"Central Universities in China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1984516393","https://openalex.org/W2033777252","https://openalex.org/W2056700360","https://openalex.org/W2354630311","https://openalex.org/W2437984376","https://openalex.org/W2530780582","https://openalex.org/W2557478438","https://openalex.org/W2594394077","https://openalex.org/W2793413057","https://openalex.org/W2891836028","https://openalex.org/W2976201301","https://openalex.org/W2982059695","https://openalex.org/W2983956392","https://openalex.org/W3034054937","https://openalex.org/W3091770662","https://openalex.org/W3108670073","https://openalex.org/W3119254792","https://openalex.org/W3124612800","https://openalex.org/W3179759556","https://openalex.org/W3181179864","https://openalex.org/W3194428826","https://openalex.org/W3197097990","https://openalex.org/W3199104939","https://openalex.org/W4200402818","https://openalex.org/W4205347580","https://openalex.org/W4310792233","https://openalex.org/W4313490686","https://openalex.org/W4316813299","https://openalex.org/W4365140347","https://openalex.org/W4366386375","https://openalex.org/W4382407357","https://openalex.org/W4383498452","https://openalex.org/W4390728420","https://openalex.org/W4391069971","https://openalex.org/W4391451933"],"related_works":["https://openalex.org/W2345558179","https://openalex.org/W3146019719","https://openalex.org/W2770156639","https://openalex.org/W2363582280","https://openalex.org/W2351617165","https://openalex.org/W2068303904","https://openalex.org/W2363738620","https://openalex.org/W2366603889","https://openalex.org/W4385888329","https://openalex.org/W2349848597"],"abstract_inverted_index":{"The":[0],"vibration":[1,166,221,264],"signals":[2,222],"collected":[3],"from":[4,9],"aero-engine":[5,100,163,225,261,287,327],"accessory":[6,101,164,226,262,288,328],"casing":[7,102,165,263],"suffer":[8],"serious":[10],"background":[11,210,253],"noise":[12,112,121,171,211,254],"and":[13,28,57,213,231,255,259],"strong":[14,215,256],"harmonic":[15,216,257],"interference":[16,212,217],"caused":[17],"by":[18,142,191,198,241],"a":[19,49,120,169,243],"combination":[20],"of":[21,81,162,183,194,223,233,281,318,321],"non-stationary":[22],"operating":[23,268],"conditions,":[24,269],"complex":[25],"transmission":[26],"paths,":[27],"time-varying":[29],"airflow":[30],"environments,":[31],"which":[32,87,153,188,270,299],"ultimately":[33],"lead":[34],"to":[35,89,94,147,156,206,309],"weak":[36,54,103,283,323],"early":[37],"fault":[38,104,136,151,248],"signature":[39,105],"information.":[40],"In":[41,92],"recent":[42],"years,":[43],"blind":[44,74],"deconvolution":[45,75,116,132,237,276,305],"is":[46,117,126,140,154,177,189,239,307],"considered":[47],"as":[48,128,179,205],"very":[50],"powerful":[51],"approach":[52],"for":[53],"signal":[55,63,250,265],"detection,":[56],"attracted":[58],"much":[59],"attention":[60],"in":[61,219,285,316,325],"dynamic":[62],"processing":[64],"area.":[65],"Moreover,":[66],"when":[67],"suppressing":[68],"the":[69,72,79,84,96,144,150,158,180,184,195,200,209,214,220,224,229,234,273,279,286,294,302,310,319,326],"above":[70],"interference,":[71,258],"traditional":[73],"(TBD)":[76],"method":[77,107,238,277,306],"exists":[78],"issue":[80],"manually":[82],"solving":[83],"filter":[85,196],"coefficients,":[86],"leads":[88],"extraction":[90],"errors.":[91],"order":[93],"solve":[95],"aforementioned":[97],"issues,":[98],"an":[99,129,134,260],"mining":[106],"based":[108],"on":[109],"adaptive":[110,135,159],"global":[111,170],"suppression":[113,122],"(AGNS)":[114],"deep":[115,123,131,186,236,275,304],"proposed.":[118],"Firstly,":[119],"convolution":[124],"network":[125],"constructed":[127,178],"AGNS":[130,185,235,274,303],"model,":[133],"period":[137],"block":[138,160],"operator":[139],"established":[141],"utilizing":[143,199,242],"autocorrelation":[145],"function":[146,176,182],"match":[148],"with":[149,293],"period,":[152],"used":[155],"perform":[157],"operation":[161],"signals.":[167],"Then,":[168],"energy":[172],"amplitude":[173],"ratio":[174],"loss":[175],"objective":[181],"deconvolution,":[187],"solved":[190],"iterative":[192],"optimization":[193,202],"coefficients":[197],"Adam":[201],"algorithm,":[203],"so":[204],"gradually":[207],"suppress":[208],"components":[218],"casing.":[227,329],"Finally,":[228],"effectiveness":[230],"generalization":[232],"verified":[240],"rolling":[244],"bearing":[245],"outer":[246],"race":[247],"simulated":[249],"under":[251,266],"heavy":[252],"real":[267],"indicates":[271],"that":[272,301],"has":[278],"capability":[280],"detecting":[282,322],"faults":[284,324],"casing,":[289],"while":[290],"comparing":[291],"it":[292],"latest":[295,311],"reported":[296,312],"TBD":[297,313],"method,":[298,314],"demonstrates":[300],"superior":[308],"especially":[315],"terms":[317],"ability":[320]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
