{"id":"https://openalex.org/W2106290330","doi":"https://doi.org/10.1109/tim.2008.2005963","title":"Application of Blind Deconvolution Denoising in Failure Prognosis","display_name":"Application of Blind Deconvolution Denoising in Failure Prognosis","publication_year":2008,"publication_date":"2008-10-28","ids":{"openalex":"https://openalex.org/W2106290330","doi":"https://doi.org/10.1109/tim.2008.2005963","mag":"2106290330"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2008.2005963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2008.2005963","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/A5021577566","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0001-6860-1951"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, US","Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, US","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034849094","display_name":"Taimoor Khawaja","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"T. Khawaja","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, US","Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, US","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085862607","display_name":"Romano Patrick","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R. Patrick","raw_affiliation_strings":["Impact Technol., LLC, Rochester, NY"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Impact Technol., LLC, Rochester, NY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039162074","display_name":"George Vachtsevanos","orcid":null},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"G. Vachtsevanos","raw_affiliation_strings":["Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA","Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]},{"raw_affiliation_string":"Sch. of Electr. & Comput. Eng., Georgia Inst. of Tech., Atlanta, GA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035859358","display_name":"Marcos E. Orchard","orcid":"https://orcid.org/0000-0003-4778-2719"},"institutions":[{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL"],"is_corresponding":false,"raw_author_name":"M.E. Orchard","raw_affiliation_strings":["Dept. of Electr. Eng., Univ. of Chile, Santiago"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electr. Eng., Univ. of Chile, Santiago","institution_ids":["https://openalex.org/I69737025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013005646","display_name":"Abhinav Saxena","orcid":"https://orcid.org/0000-0001-5001-218X"},"institutions":[{"id":"https://openalex.org/I143663144","display_name":"Research Institute for Advanced Computer Science","ror":"https://ror.org/022qmyy53","country_code":"US","type":"facility","lineage":["https://openalex.org/I1329765538","https://openalex.org/I143663144"]},{"id":"https://openalex.org/I69737025","display_name":"University of Chile","ror":"https://ror.org/047gc3g35","country_code":"CL","type":"education","lineage":["https://openalex.org/I69737025"]}],"countries":["CL","US"],"is_corresponding":false,"raw_author_name":"A. Saxena","raw_affiliation_strings":["Universidad de Chile, Santiago de Chile, CL","NASA Ames Res. Center, Res. Inst. for Adv. Comput. Sci., Ames, IA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad de Chile, Santiago de Chile, CL","institution_ids":["https://openalex.org/I69737025"]},{"raw_affiliation_string":"NASA Ames Res. Center, Res. Inst. for Adv. Comput. Sci., Ames, IA","institution_ids":["https://openalex.org/I143663144"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":9.0479,"has_fulltext":false,"cited_by_count":60,"citation_normalized_percentile":{"value":0.97571515,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"58","issue":"2","first_page":"303","last_page":"310"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9984999895095825,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9807000160217285,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.7507837414741516},{"id":"https://openalex.org/keywords/testbed","display_name":"Testbed","score":0.6753202080726624},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6269288659095764},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.5987606644630432},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5802568197250366},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5508718490600586},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5130294561386108},{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.5105561017990112},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4767233431339264},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42388835549354553},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.34623125195503235},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23460832238197327},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07709604501724243}],"concepts":[{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.7507837414741516},{"id":"https://openalex.org/C31395832","wikidata":"https://www.wikidata.org/wiki/Q1318674","display_name":"Testbed","level":2,"score":0.6753202080726624},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6269288659095764},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.5987606644630432},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5802568197250366},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5508718490600586},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5130294561386108},{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.5105561017990112},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4767233431339264},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42388835549354553},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.34623125195503235},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23460832238197327},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07709604501724243},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","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/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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2008.2005963","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2008.2005963","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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W591732527","https://openalex.org/W1996260055","https://openalex.org/W2012879029","https://openalex.org/W2038075444","https://openalex.org/W2060748640","https://openalex.org/W2061574875","https://openalex.org/W2086639155","https://openalex.org/W2096928117","https://openalex.org/W2098928261","https://openalex.org/W2128653836","https://openalex.org/W2155115542","https://openalex.org/W2512514910","https://openalex.org/W2514683513","https://openalex.org/W2541338468","https://openalex.org/W3144005708","https://openalex.org/W4285719527","https://openalex.org/W6728985029","https://openalex.org/W6740797597"],"related_works":["https://openalex.org/W2883256816","https://openalex.org/W2171408034","https://openalex.org/W3003320923","https://openalex.org/W2106140982","https://openalex.org/W2152313554","https://openalex.org/W2064303750","https://openalex.org/W3048672182","https://openalex.org/W1509300825","https://openalex.org/W3092582874","https://openalex.org/W2054620577"],"abstract_inverted_index":{"<para":[0],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[1],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[2],"Fault":[3],"diagnosis":[4],"and":[5,32,46,76,93,99],"failure":[6,74,94],"prognosis":[7,95],"are":[8,22,96],"essential":[9],"techniques":[10],"in":[11],"improving":[12],"the":[13,28,56,87,90],"safety":[14],"of":[15,30,55,89],"many":[16],"mechanical":[17],"systems.":[18],"However,":[19],"vibration":[20,49,77],"signals":[21,50],"often":[23],"corrupted":[24],"by":[25],"noise;":[26],"therefore,":[27],"performance":[29],"diagnostic":[31],"prognostic":[33],"algorithms":[34],"is":[35,44],"degraded.":[36],"In":[37],"this":[38],"paper,":[39],"a":[40,53,62,69,80],"novel":[41],"denoising":[42,70],"structure":[43,67],"proposed":[45,66],"applied":[47],"to":[48,61],"collected":[51],"from":[52],"testbed":[54],"helicopter":[57],"main":[58],"gearbox":[59],"subjected":[60],"seeded":[63],"fault.":[64],"The":[65],"integrates":[68],"algorithm,":[71],"feature":[72],"extraction,":[73],"prognosis,":[75],"modeling":[78],"into":[79],"synergistic":[81],"system.":[82],"Performance":[83],"indexes":[84],"associated":[85],"with":[86],"quality":[88],"extracted":[91],"features":[92],"addressed,":[97],"before":[98],"after":[100],"denoising,":[101],"for":[102],"validation":[103],"purposes.":[104],"</para>":[105]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
