{"id":"https://openalex.org/W2594265129","doi":"https://doi.org/10.1109/access.2017.2661967","title":"Incipient Fault Diagnosis of Roller Bearing Using Optimized Wavelet Transform Based Multi-Speed Vibration Signatures","display_name":"Incipient Fault Diagnosis of Roller Bearing Using Optimized Wavelet Transform Based Multi-Speed Vibration Signatures","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2594265129","doi":"https://doi.org/10.1109/access.2017.2661967","mag":"2594265129"},"language":"en","primary_location":{"id":"doi:10.1109/access.2017.2661967","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2661967","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2017.2661967","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008861335","display_name":"Zhiqiang Huo","orcid":"https://orcid.org/0000-0001-7705-5331"},"institutions":[{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]},{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["CN","GB"],"is_corresponding":true,"raw_author_name":"Zhiqiang Huo","raw_affiliation_strings":["Guangdong Provincial Key Laboratory on Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China","School of Engineering, University of Lincoln, Lincoln, U.K"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory on Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China","institution_ids":["https://openalex.org/I4210128140"]},{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100433581","display_name":"Yu Zhang","orcid":"https://orcid.org/0000-0002-5848-8892"},"institutions":[{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yu Zhang","raw_affiliation_strings":["School of Engineering, University of Lincoln, Lincoln, U.K"],"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064806268","display_name":"Pierre Francq","orcid":null},"institutions":[{"id":"https://openalex.org/I4210091876","display_name":"IMT Mines Albi","ror":"https://ror.org/00bq8vv83","country_code":"FR","type":"education","lineage":["https://openalex.org/I205703379","https://openalex.org/I4210091621","https://openalex.org/I4210091876","https://openalex.org/I4405258862"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre Francq","raw_affiliation_strings":["Mines Albi, University of Toulouse, Toulouse, Albi, France"],"affiliations":[{"raw_affiliation_string":"Mines Albi, University of Toulouse, Toulouse, Albi, France","institution_ids":["https://openalex.org/I4210091876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007723627","display_name":"Lei Shu","orcid":"https://orcid.org/0000-0002-6700-9347"},"institutions":[{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]},{"id":"https://openalex.org/I51532219","display_name":"University of Lincoln","ror":"https://ror.org/03yeq9x20","country_code":"GB","type":"education","lineage":["https://openalex.org/I51532219"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Lei Shu","raw_affiliation_strings":["Guangdong Provincial Key Laboratory on Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China","School of Engineering, University of Lincoln, Lincoln, U.K"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory on Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China","institution_ids":["https://openalex.org/I4210128140"]},{"raw_affiliation_string":"School of Engineering, University of Lincoln, Lincoln, U.K","institution_ids":["https://openalex.org/I51532219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103270867","display_name":"Jianfeng Huang","orcid":"https://orcid.org/0000-0001-6504-3077"},"institutions":[{"id":"https://openalex.org/I4210128140","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210128140"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Huang","raw_affiliation_strings":["Guangdong Provincial Key Laboratory on Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory on Petrochemical Equipment Fault Diagnosis, Guangdong University of Petrochemical Technology, Maoming, China","institution_ids":["https://openalex.org/I4210128140"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008861335"],"corresponding_institution_ids":["https://openalex.org/I4210128140","https://openalex.org/I51532219"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":21.4034,"has_fulltext":false,"cited_by_count":182,"citation_normalized_percentile":{"value":0.99656143,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"5","issue":null,"first_page":"19442","last_page":"19456"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9993000030517578,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/bearing","display_name":"Bearing (navigation)","score":0.6765833497047424},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6438757181167603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6292859315872192},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.6244916915893555},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.517806887626648},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5074045062065125},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5006606578826904},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4792475700378418},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4561828672885895},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3760118782520294},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3627544641494751},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.1500459611415863}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6765833497047424},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6438757181167603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6292859315872192},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.6244916915893555},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.517806887626648},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5074045062065125},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5006606578826904},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4792475700378418},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4561828672885895},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3760118782520294},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3627544641494751},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.1500459611415863},{"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2017.2661967","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2661967","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lincoln.ac.uk:25964","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196275","display_name":"Lincoln Repository (University of Lincoln)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I51532219","host_organization_name":"University of Lincoln","host_organization_lineage":["https://openalex.org/I51532219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:doaj.org/article:f2aec3078f614a28b7856c659c33e13c","is_oa":true,"landing_page_url":"https://doaj.org/article/f2aec3078f614a28b7856c659c33e13c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 5, Pp 19442-19456 (2017)","raw_type":"article"},{"id":"pmh:oai:figshare.com:article/24361624","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Incipient_fault_diagnosis_of_roller_bearing_using_optimized_wavelet_transform_based_multi-speed_vibration_signatures/24361624","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/access.2017.2661967","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2017.2661967","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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 Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G5905291373","display_name":null,"funder_award_id":"2012RC106","funder_id":"https://openalex.org/F4320310901","funder_display_name":"Guangdong University of Petrochemical Technology"},{"id":"https://openalex.org/G817259086","display_name":null,"funder_award_id":"61401107","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G845367601","display_name":null,"funder_award_id":"2016A030307029","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320310901","display_name":"Guangdong University of Petrochemical Technology","ror":"https://ror.org/030ffke25"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W758396647","https://openalex.org/W1196777648","https://openalex.org/W1438045566","https://openalex.org/W1963845845","https://openalex.org/W1969494221","https://openalex.org/W1970620594","https://openalex.org/W1974225813","https://openalex.org/W1985002319","https://openalex.org/W2011643344","https://openalex.org/W2034139177","https://openalex.org/W2040070030","https://openalex.org/W2048522269","https://openalex.org/W2072378835","https://openalex.org/W2084982880","https://openalex.org/W2118623933","https://openalex.org/W2122111042","https://openalex.org/W2123003771","https://openalex.org/W2149854044","https://openalex.org/W2296077894","https://openalex.org/W2324488761","https://openalex.org/W2336464721","https://openalex.org/W2402846924","https://openalex.org/W2522013511","https://openalex.org/W2554566531","https://openalex.org/W2559312676","https://openalex.org/W4300106150","https://openalex.org/W6682642761"],"related_works":["https://openalex.org/W2382174632","https://openalex.org/W2035937180","https://openalex.org/W2129959498","https://openalex.org/W2784060934","https://openalex.org/W2902714807","https://openalex.org/W2537489131","https://openalex.org/W2046633342","https://openalex.org/W2394084632","https://openalex.org/W3196220745","https://openalex.org/W2077021924"],"abstract_inverted_index":{"Condition":[0],"monitoring":[1],"and":[2,16,62,74,80,107,119,129,158],"incipient":[3],"fault":[4,29,116,120,143,149],"diagnosis":[5],"of":[6,10,50,56,66,91,103,123,137],"rolling":[7,57],"bearing":[8,42,61],"is":[9,32,48,126],"great":[11],"importance":[12],"to":[13,87],"detect":[14],"failures":[15],"ensure":[17],"reliable":[18],"operations":[19],"in":[20,160],"rotating":[21],"machinery.":[22],"In":[23],"this":[24,124],"paper,":[25],"a":[26,99,108,161],"new":[27],"multi-speed":[28,148],"diagnostic":[30],"approach":[31,47,125],"presented":[33],"by":[34],"using":[35],"self-adaptive":[36],"wavelet":[37,95],"transform":[38,96],"components":[39],"generated":[40,141],"from":[41,53],"vibration":[43],"signals.":[44],"The":[45],"proposed":[46],"capable":[49],"discriminating":[51],"signatures":[52,144],"four":[54],"conditions":[55],"bearing,":[58],"i.e.,":[59],"normal":[60],"three":[63],"different":[64],"types":[65],"defected":[67],"bearings":[68],"on":[69],"outer":[70],"race,":[71,73],"inner":[72],"roller":[75],"separately.":[76],"Particle":[77],"swarm":[78],"optimization":[79],"Broyden-Fletche-Goldfarb-Shanno-based":[81],"quasi-Newton":[82],"minimization":[83],"algorithms":[84],"are":[85,145],"applied":[86,114],"seek":[88],"optimal":[89],"parameters":[90,106],"Impulse":[92],"Modeling-based":[93],"continuous":[94],"model.":[97],"Then,":[98],"3-D":[100],"feature":[101],"space":[102],"the":[104,130,140],"statistical":[105],"nearest":[109],"neighbor":[110],"classifier":[111],"are,":[112],"respectively,":[113],"for":[115,147],"signature":[117],"extraction":[118],"classification.":[121],"Effectiveness":[122],"then":[127],"evaluated,":[128],"results":[131],"have":[132],"achieved":[133],"an":[134],"overall":[135],"accuracy":[136],"100%.":[138],"Moreover,":[139],"discriminatory":[142],"suitable":[146],"data":[150],"sets.":[151],"This":[152],"technique":[153],"will":[154],"be":[155],"further":[156],"implemented":[157],"tested":[159],"real":[162],"industrial":[163],"environment.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":22},{"year":2020,"cited_by_count":36},{"year":2019,"cited_by_count":35},{"year":2018,"cited_by_count":28},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
