{"id":"https://openalex.org/W4295308215","doi":"https://doi.org/10.1109/tim.2022.3205667","title":"Clustering Group-Sparse Mode Decomposition and Its Application in Rolling Bearing Fault Diagnosis","display_name":"Clustering Group-Sparse Mode Decomposition and Its Application in Rolling Bearing Fault Diagnosis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4295308215","doi":"https://doi.org/10.1109/tim.2022.3205667"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2022.3205667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3205667","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/A5083442506","display_name":"Bin Pang","orcid":"https://orcid.org/0000-0003-0362-4700"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Pang","raw_affiliation_strings":["National and Local Joint Engineering Research Center of Metrology Instrument and System and the College of Quality and Technical Supervision, Hebei University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0003-0362-4700","affiliations":[{"raw_affiliation_string":"National and Local Joint Engineering Research Center of Metrology Instrument and System and the College of Quality and Technical Supervision, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101862436","display_name":"Bo-Cheng Wang","orcid":"https://orcid.org/0000-0002-4854-5080"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bocheng Wang","raw_affiliation_strings":["College of Cyberspace Security and Computer, Hebei University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-4854-5080","affiliations":[{"raw_affiliation_string":"College of Cyberspace Security and Computer, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004508456","display_name":"Yuzhi Hu","orcid":"https://orcid.org/0000-0002-7681-4890"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhi Hu","raw_affiliation_strings":["National and Local Joint Engineering Research Center of Metrology Instrument and System and the College of Quality and Technical Supervision, Hebei University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-7681-4890","affiliations":[{"raw_affiliation_string":"National and Local Joint Engineering Research Center of Metrology Instrument and System and the College of Quality and Technical Supervision, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076281224","display_name":"Tianshi Cheng","orcid":"https://orcid.org/0000-0003-2426-197X"},"institutions":[{"id":"https://openalex.org/I43337087","display_name":"Hebei University","ror":"https://ror.org/01p884a79","country_code":"CN","type":"education","lineage":["https://openalex.org/I43337087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianshi Cheng","raw_affiliation_strings":["National and Local Joint Engineering Research Center of Metrology Instrument and System and the College of Quality and Technical Supervision, Hebei University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0003-2426-197X","affiliations":[{"raw_affiliation_string":"National and Local Joint Engineering Research Center of Metrology Instrument and System and the College of Quality and Technical Supervision, Hebei University, Baoding, China","institution_ids":["https://openalex.org/I43337087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042022571","display_name":"Zhenli Xu","orcid":"https://orcid.org/0000-0002-0959-9895"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenli Xu","raw_affiliation_strings":["Department of Mechanical Engineering, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-0959-9895","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4564,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.81008294,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"71","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.993399977684021,"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/T13293","display_name":"Engineering and Test Systems","score":0.9246000051498413,"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/cluster-analysis","display_name":"Cluster analysis","score":0.686826229095459},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.6867000460624695},{"id":"https://openalex.org/keywords/aliasing","display_name":"Aliasing","score":0.5238816142082214},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.49637776613235474},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4928865432739258},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4884985685348511},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4793875217437744},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4744490385055542},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.44257181882858276},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.42858439683914185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3851158618927002},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.16603884100914001},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.07733362913131714}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.686826229095459},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.6867000460624695},{"id":"https://openalex.org/C4069607","wikidata":"https://www.wikidata.org/wiki/Q868732","display_name":"Aliasing","level":3,"score":0.5238816142082214},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.49637776613235474},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4928865432739258},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4884985685348511},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4793875217437744},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4744490385055542},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.44257181882858276},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.42858439683914185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3851158618927002},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.16603884100914001},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.07733362913131714},{"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},{"id":"https://openalex.org/C136536468","wikidata":"https://www.wikidata.org/wiki/Q1225894","display_name":"Undersampling","level":2,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2022.3205667","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3205667","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":0.8100000023841858}],"awards":[{"id":"https://openalex.org/G4922177449","display_name":null,"funder_award_id":"521000981420","funder_id":"https://openalex.org/F4320324851","funder_display_name":"Hebei University"},{"id":"https://openalex.org/G6275222988","display_name":null,"funder_award_id":"E2021201032","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"}],"funders":[{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324851","display_name":"Hebei University","ror":"https://ror.org/01p884a79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1995392412","https://openalex.org/W2000982976","https://openalex.org/W2019900743","https://openalex.org/W2114444010","https://openalex.org/W2887507616","https://openalex.org/W2892066135","https://openalex.org/W2897029032","https://openalex.org/W2908742914","https://openalex.org/W2910292012","https://openalex.org/W2916320715","https://openalex.org/W2918285655","https://openalex.org/W2940679358","https://openalex.org/W2945553284","https://openalex.org/W2978931007","https://openalex.org/W2981863253","https://openalex.org/W2982073446","https://openalex.org/W3011090343","https://openalex.org/W3016499729","https://openalex.org/W3102958574","https://openalex.org/W3108670073","https://openalex.org/W3118980265","https://openalex.org/W3121773403","https://openalex.org/W3127513234","https://openalex.org/W3130615170","https://openalex.org/W3146667673","https://openalex.org/W3161353768","https://openalex.org/W3174326382","https://openalex.org/W3183778085","https://openalex.org/W3187725949","https://openalex.org/W3194561246","https://openalex.org/W3195802187","https://openalex.org/W3197788104","https://openalex.org/W4200086463","https://openalex.org/W4200311860","https://openalex.org/W4210319024","https://openalex.org/W4214878964","https://openalex.org/W4221011696","https://openalex.org/W4226173056","https://openalex.org/W4226309000"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2910927717","https://openalex.org/W2361368121"],"abstract_inverted_index":{"Group-sparse":[0],"mode":[1,47,99,221],"decomposition":[2,8,100,166,216,222,227],"(GSMD)":[3],"is":[4,17,65,69,102,140,190],"a":[5,51],"novel":[6],"signal":[7,146,215],"algorithm":[9],"based":[10,57,157],"on":[11,58,158],"the":[12,45,74,106,109,115,144,149,164,172,175,194,210],"concept":[13],"of":[14,53,73,94,108,117,180,192,213],"group-sparse.":[15],"It":[16,64],"fast,":[18],"robust":[19],"against":[20],"noise":[21],"and":[22,28,147,182,199,224],"has":[23,34,79],"good":[24],"anti-mode":[25],"aliasing":[26],"performance,":[27],"these":[29,153],"characteristics":[30],"show":[31],"that":[32,67,78,188],"it":[33,208],"great":[35],"potential":[36],"for":[37,119,130],"bearing":[38,84,184],"fault":[39,75,85,120,128,185,203],"feature":[40,204],"extraction.":[41],"However,":[42],"GSMD":[43,68,118,139,198],"estimates":[44],"intrinsic":[46],"functions":[48],"(IMFs)":[49],"by":[50,170],"set":[52],"ideal":[54],"filters":[55],"designed":[56],"energy":[59],"detection":[60],"over":[61],"short":[62],"windows.":[63],"suggested":[66],"susceptible":[70],"to":[71,113,126,142],"mode-splitting":[72,116,195],"impact":[76],"component":[77],"wide":[80],"bandwidth":[81],"when":[82],"processing":[83],"signals.":[86],"Therefore,":[87],"in":[88,174,201],"this":[89],"paper,":[90],"an":[91],"improved":[92,202],"version":[93],"GSMD,":[95],"called":[96],"clustering":[97,112,161,211],"group-sparse":[98],"(CGSMD),":[101],"put":[103],"forward":[104],"through":[105],"introduction":[107],"mean":[110,159],"shift":[111,160],"overcome":[114],"impacts.":[121],"The":[122,178],"proposed":[123],"method":[124],"aims":[125],"facilitate":[127],"diagnosis":[129],"those":[131],"rolling":[132],"bearings":[133],"running":[134],"at":[135],"constant":[136],"speeds.":[137],"Firstly,":[138],"employed":[141],"decompose":[143],"vibration":[145],"acquire":[148],"preliminary":[150],"IMFs.":[151],"Then,":[152],"IMFs":[154,173],"are":[155,168],"grouped":[156],"algorithm.":[162],"Finally,":[163],"ultimate":[165],"components":[167],"obtained":[169],"combining":[171],"same":[176],"cluster.":[177],"analysis":[179],"simulated":[181],"experimental":[183],"data":[186],"indicates":[187],"CGSMD":[189],"capable":[191],"overcoming":[193],"associated":[196],"with":[197],"results":[200],"extraction":[205],"performance.":[206],"Moreover,":[207],"outperforms":[209],"variants":[212],"state-of-the-art":[214],"methods":[217],"such":[218],"as":[219],"variational":[220],"(VMD)":[223],"empirical":[225],"Fourier":[226],"(EFD).":[228]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4}],"updated_date":"2026-06-17T08:01:34.144755","created_date":"2025-10-10T00:00:00"}
