{"id":"https://openalex.org/W4408399433","doi":"https://doi.org/10.1109/tim.2025.3550998","title":"VMDPgram: An Effective Signal Decomposition Method for Rolling Bearing Fault Diagnosis","display_name":"VMDPgram: An Effective Signal Decomposition Method for Rolling Bearing Fault Diagnosis","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408399433","doi":"https://doi.org/10.1109/tim.2025.3550998"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3550998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3550998","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/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"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Li","raw_affiliation_strings":["State Key Laboratory of Public Big Data, Guizhou University, Guiyang, China","Department of Mechanical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9895-689X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Public Big Data, Guizhou University, Guiyang, China","institution_ids":["https://openalex.org/I178232147"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100656830","display_name":"Tianyang Wang","orcid":"https://orcid.org/0000-0002-7256-883X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyang Wang","raw_affiliation_strings":["Department of Mechanical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7256-883X","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024751017","display_name":"Feibin Zhang","orcid":"https://orcid.org/0000-0003-0659-1107"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feibin Zhang","raw_affiliation_strings":["Department of Mechanical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0659-1107","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013302911","display_name":"Fulei Chu","orcid":"https://orcid.org/0000-0003-0775-3593"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fulei Chu","raw_affiliation_strings":["Department of Mechanical Engineering, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0775-3593","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":2.654,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.89504131,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9889000058174133,"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":0.9889000058174133,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9765999913215637,"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"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9609000086784363,"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/bearing","display_name":"Bearing (navigation)","score":0.6831864714622498},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5992577075958252},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5364739298820496},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5179373621940613},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.46654272079467773},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.43235430121421814},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.34277045726776123},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3396105170249939},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3178640604019165},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.23280155658721924},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.17586544156074524},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1658554971218109},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.11765477061271667},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.11392456293106079}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6831864714622498},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5992577075958252},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5364739298820496},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5179373621940613},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.46654272079467773},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.43235430121421814},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.34277045726776123},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3396105170249939},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3178640604019165},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.23280155658721924},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.17586544156074524},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1658554971218109},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.11765477061271667},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.11392456293106079},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3550998","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3550998","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":[{"score":0.7400000095367432,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1461089931","display_name":null,"funder_award_id":"52205092","funder_id":"https://openalex.org/F4320333688","funder_display_name":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China"},{"id":"https://openalex.org/G2076126058","display_name":null,"funder_award_id":"52205092","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6846746008","display_name":null,"funder_award_id":"2023M731939","funder_id":"https://openalex.org/F4320335443","funder_display_name":"Postdoctoral Research Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320333688","display_name":"National Outstanding Youth Science Fund Project of National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320335443","display_name":"Postdoctoral Research Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1979117586","https://openalex.org/W1985110006","https://openalex.org/W2000982976","https://openalex.org/W2046674752","https://openalex.org/W2067376192","https://openalex.org/W2072105624","https://openalex.org/W2104588038","https://openalex.org/W2154871109","https://openalex.org/W2275970519","https://openalex.org/W2343253085","https://openalex.org/W2429547162","https://openalex.org/W2618579378","https://openalex.org/W2884106773","https://openalex.org/W2931819295","https://openalex.org/W2978639805","https://openalex.org/W2984148598","https://openalex.org/W3016323452","https://openalex.org/W3016467313","https://openalex.org/W3034245263","https://openalex.org/W3036988407","https://openalex.org/W3041016892","https://openalex.org/W3108670073","https://openalex.org/W3200318725","https://openalex.org/W4205400837","https://openalex.org/W4284889614","https://openalex.org/W4308620620","https://openalex.org/W4318406342","https://openalex.org/W4320343138","https://openalex.org/W4321021653","https://openalex.org/W4401708403","https://openalex.org/W4402661246","https://openalex.org/W7015928409"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W4311624988","https://openalex.org/W2061308401","https://openalex.org/W4232403546","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Due":[0],"to":[1,37,78,123,151,172],"the":[2,22,30,57,64,80,90,131,148,174,184],"powerful":[3],"signal":[4,81,92,178],"decomposition":[5,9,66,82,179],"performance,":[6],"variational":[7],"mode":[8,83,101,114],"(VMD)":[10],"is":[11,48,77,138,160],"popularly":[12],"used":[13,171],"in":[14,107,158],"numerous":[15],"fields.":[16],"Multiparameter":[17],"optimization":[18],"has":[19,27],"always":[20],"been":[21],"focus":[23],"of":[24,32,44,56,60,68,75,84,99,104,128,134,167,176,188],"VMD":[25,45,61,110],"and":[26,62,164,180],"also":[28],"plagued":[29],"development":[31],"its":[33],"theory.":[34],"In":[35,121],"order":[36,122],"overcome":[38],"this":[39],"obstacle,":[40],"a":[41,97,141],"new":[42],"concept":[43],"packet":[46,70],"(VMDP)":[47],"creatively":[49],"proposed":[50],"based":[51,86,143],"on":[52,87,144],"making":[53],"full":[54],"use":[55],"excellent":[58],"properties":[59],"combining":[63],"binary":[65],"structure":[67,133],"wavelet":[69],"transform":[71],"(WPT).":[72],"The":[73,162],"idea":[74],"VMDP":[76],"realize":[79],"WPT":[85],"VMD,":[88],"whereby":[89],"original":[91],"can":[93],"be":[94],"decomposed":[95],"into":[96],"series":[98],"subintrinsic":[100],"functions":[102,115],"(sub-IMFs)":[103],"different":[105,129],"layers,":[106,130],"which":[108],"each":[109,126],"generates":[111],"two":[112],"intrinsic":[113],"(IMFs),":[116],"thus":[117],"simplifying":[118],"multiparameter":[119],"optimization.":[120],"intuitively":[124],"display":[125],"sub-IMF":[127,153],"tiled":[132],"VMDP,":[135],"namely,":[136],"VMDPgram,":[137],"constructed.":[139],"Moreover,":[140],"scheme":[142],"envelope":[145],"kurtosis":[146],"as":[147],"sparsity":[149],"measure":[150],"locate":[152],"containing":[154],"abundant":[155],"fault":[156,169,181],"information":[157],"VMDPgram":[159],"explored.":[161],"simulation":[163],"actual":[165],"cases":[166],"bearing":[168],"are":[170],"verify":[173],"robustness":[175],"VMDPgram\u2019s":[177],"detection,":[182],"indicating":[183],"outstanding":[185],"application":[186],"potential":[187],"VMDPgram.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}