{"id":"https://openalex.org/W4285232376","doi":"https://doi.org/10.1109/tii.2022.3183548","title":"The Methodology of Modified Frequency Band Envelope Kurtosis for Bearing Fault Diagnosis","display_name":"The Methodology of Modified Frequency Band Envelope Kurtosis for Bearing Fault Diagnosis","publication_year":2022,"publication_date":"2022-06-16","ids":{"openalex":"https://openalex.org/W4285232376","doi":"https://doi.org/10.1109/tii.2022.3183548"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2022.3183548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3183548","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5100731472","display_name":"Hua Li","orcid":"https://orcid.org/0000-0002-9895-689X"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Li Hua","raw_affiliation_strings":["State Key Laboratory of Public Big Data, Guizhou University, Guiyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Public Big Data, Guizhou University, Guiyang, China","institution_ids":["https://openalex.org/I178232147"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033167845","display_name":"Xing Wu","orcid":"https://orcid.org/0000-0002-1719-2040"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]},{"id":"https://openalex.org/I4210089411","display_name":"Yunnan Vocational College of Mechanical and Electrical Technology","ror":"https://ror.org/009njsq50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210089411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Wu","raw_affiliation_strings":["Yunnan Vocational College of Mechanical and Electrical Technology, Kunming, China","Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Yunnan Vocational College of Mechanical and Electrical Technology, Kunming, China","institution_ids":["https://openalex.org/I4210089411"]},{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101722210","display_name":"Tao Liu","orcid":"https://orcid.org/0000-0002-5850-9358"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liu","raw_affiliation_strings":["Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China"],"affiliations":[{"raw_affiliation_string":"Faculty of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100354322","display_name":"Shaobo Li","orcid":"https://orcid.org/0000-0003-4759-6000"},"institutions":[{"id":"https://openalex.org/I178232147","display_name":"Guizhou University","ror":"https://ror.org/02wmsc916","country_code":"CN","type":"education","lineage":["https://openalex.org/I178232147"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaobo Li","raw_affiliation_strings":["State Key Laboratory of Public Big Data, Guizhou University, Guiyang, China","School of Mechanical Engineering, Guizhou University, Guiyang, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Public Big Data, Guizhou University, Guiyang, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"School of Mechanical Engineering, Guizhou University, Guiyang, China","institution_ids":["https://openalex.org/I178232147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100731472"],"corresponding_institution_ids":["https://openalex.org/I178232147"],"apc_list":null,"apc_paid":null,"fwci":3.4028,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.92521212,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"19","issue":"3","first_page":"2856","last_page":"2865"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9918000102043152,"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":0.9804999828338623,"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/kurtosis","display_name":"Kurtosis","score":0.5919013023376465},{"id":"https://openalex.org/keywords/frequency-band","display_name":"Frequency band","score":0.5171329379081726},{"id":"https://openalex.org/keywords/bandwidth","display_name":"Bandwidth (computing)","score":0.4764730930328369},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44567254185676575},{"id":"https://openalex.org/keywords/time\u2013frequency-analysis","display_name":"Time\u2013frequency analysis","score":0.4433459937572479},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.43921759724617004},{"id":"https://openalex.org/keywords/wavelet-packet-decomposition","display_name":"Wavelet packet decomposition","score":0.43481773138046265},{"id":"https://openalex.org/keywords/band-stop-filter","display_name":"Band-stop filter","score":0.43125012516975403},{"id":"https://openalex.org/keywords/baseband","display_name":"Baseband","score":0.41664785146713257},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.36023032665252686},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.35621917247772217},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3431040048599243},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.3349350094795227},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.32013702392578125},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31345629692077637},{"id":"https://openalex.org/keywords/low-pass-filter","display_name":"Low-pass filter","score":0.2365100383758545},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.23175275325775146},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22625181078910828},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17463216185569763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14066919684410095}],"concepts":[{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.5919013023376465},{"id":"https://openalex.org/C2778116611","wikidata":"https://www.wikidata.org/wiki/Q25110567","display_name":"Frequency band","level":3,"score":0.5171329379081726},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.4764730930328369},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44567254185676575},{"id":"https://openalex.org/C142433447","wikidata":"https://www.wikidata.org/wiki/Q7806653","display_name":"Time\u2013frequency analysis","level":3,"score":0.4433459937572479},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.43921759724617004},{"id":"https://openalex.org/C155777637","wikidata":"https://www.wikidata.org/wiki/Q2736187","display_name":"Wavelet packet decomposition","level":4,"score":0.43481773138046265},{"id":"https://openalex.org/C112806600","wikidata":"https://www.wikidata.org/wiki/Q386022","display_name":"Band-stop filter","level":4,"score":0.43125012516975403},{"id":"https://openalex.org/C65165936","wikidata":"https://www.wikidata.org/wiki/Q575784","display_name":"Baseband","level":3,"score":0.41664785146713257},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.36023032665252686},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.35621917247772217},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3431040048599243},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.3349350094795227},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.32013702392578125},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31345629692077637},{"id":"https://openalex.org/C44682112","wikidata":"https://www.wikidata.org/wiki/Q918242","display_name":"Low-pass filter","level":3,"score":0.2365100383758545},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.23175275325775146},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22625181078910828},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17463216185569763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14066919684410095},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2022.3183548","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2022.3183548","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G312306987","display_name":null,"funder_award_id":"52065030","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1970352604","https://openalex.org/W1979117586","https://openalex.org/W1996021349","https://openalex.org/W1998813289","https://openalex.org/W2048032753","https://openalex.org/W2067631298","https://openalex.org/W2072105624","https://openalex.org/W2086777133","https://openalex.org/W2093849451","https://openalex.org/W2108657028","https://openalex.org/W2217722271","https://openalex.org/W2225448695","https://openalex.org/W2340660509","https://openalex.org/W2564986390","https://openalex.org/W2574376239","https://openalex.org/W2590444339","https://openalex.org/W2735966680","https://openalex.org/W2762355244","https://openalex.org/W2774785058","https://openalex.org/W2790956401","https://openalex.org/W2798075305","https://openalex.org/W2809571148","https://openalex.org/W2890012636","https://openalex.org/W2978639805","https://openalex.org/W3016467313","https://openalex.org/W3034245263","https://openalex.org/W3187725949"],"related_works":["https://openalex.org/W4381516319","https://openalex.org/W2037499216","https://openalex.org/W1506384729","https://openalex.org/W4225568567","https://openalex.org/W4286378979","https://openalex.org/W2075698830","https://openalex.org/W3216026256","https://openalex.org/W3127045225","https://openalex.org/W2059891554","https://openalex.org/W2027857183"],"abstract_inverted_index":{"Recently,":[0],"the":[1,11,24,47,55,65,73,79,90,95,112,116,133,138,150,154,159,172,189],"enhanced":[2],"frequency":[3,35,59,92],"band":[4,36],"entropy":[5],"(EFBE)":[6],"was":[7],"proposed":[8,169],"based":[9,53],"on":[10,54,149,177],"replacement":[12],"of":[13,23,26,64,82,97],"short-time":[14],"Fourier":[15],"transform":[16],"with":[17],"wavelet":[18],"packet":[19],"transform.":[20],"In":[21,163],"view":[22],"shortcomings":[25],"EFBE,":[27],"a":[28,104,126,165],"feasible":[29],"solution":[30,107],"is":[31,60,101,108,129,147,168],"provided,":[32],"namely":[33],"modified":[34,48,166],"envelope":[37,66,143],"kurtosis":[38,63],"(MFBEK),":[39],"which":[40],"can":[41,119,191],"be":[42,120],"described":[43],"as":[44,68],"follows:":[45],"First,":[46],"adaptive":[49],"resonance":[50],"bandwidth":[51],"(MARB)":[52],"bearing":[56,185],"inner-race":[57],"fault":[58,160],"proposed.":[61],"The":[62],"signal":[67,118,135,152,156],"an":[69],"available":[70],"indicator":[71,167],"and":[72,103,179],"MARB":[74],"are":[75],"used":[76],"to":[77,110,131,136,157,170],"determine":[78,111],"optimal":[80,113],"depth":[81],"MFBEK.":[83],"Second,":[84],"this":[85],"special":[86],"case,":[87],"that":[88,188],"is,":[89],"resonant":[91],"occurs":[93],"at":[94],"junction":[96],"two":[98],"adjacent":[99],"subbands":[100],"considered,":[102],"corresponding":[105],"effective":[106],"provided":[109],"subband(s).":[114],"Then,":[115],"reconstructed":[117,134,151],"obtained.":[121],"And":[122],"then,":[123],"if":[124],"necessary,":[125],"band-pass":[127],"filter":[128],"designed":[130],"process":[132],"enhance":[137],"noise":[139],"reduction":[140],"performance.":[141,195],"Finally,":[142],"power":[144],"spectrum":[145],"analysis":[146,173],"performed":[148],"or":[153],"filtered":[155],"extract":[158],"characteristic":[161],"frequency.":[162],"addition,":[164],"measure":[171],"results.":[174],"Analysis":[175],"results":[176],"simulated":[178],"vibration":[180],"signals":[181],"measured":[182],"from":[183],"actual":[184],"have":[186],"revealed":[187],"MFBEK":[190],"obtain":[192],"more":[193],"robust":[194]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
