{"id":"https://openalex.org/W2945823856","doi":"https://doi.org/10.1109/access.2019.2918343","title":"Detection for Incipient Damages of Wind Turbine Rolling Bearing Based on VMD-AMCKD Method","display_name":"Detection for Incipient Damages of Wind Turbine Rolling Bearing Based on VMD-AMCKD Method","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2945823856","doi":"https://doi.org/10.1109/access.2019.2918343","mag":"2945823856"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2918343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2918343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08720253.pdf","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08720253.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020220195","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-3232-5195"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3232-5195","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087321682","display_name":"Jianqun Zhang","orcid":"https://orcid.org/0000-0002-1189-9926"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqun Zhang","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045452124","display_name":"Min Zhong","orcid":"https://orcid.org/0000-0001-5227-1265"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Zhong","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055125557","display_name":"Jianhua Zhong","orcid":"https://orcid.org/0000-0002-6224-003X"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Zhong","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6224-003X","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100633341","display_name":"Jinde Zheng","orcid":"https://orcid.org/0000-0001-5735-4916"},"institutions":[{"id":"https://openalex.org/I92178344","display_name":"Anhui University of Technology","ror":"https://ror.org/02qdtrq21","country_code":"CN","type":"education","lineage":["https://openalex.org/I92178344"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinde Zheng","raw_affiliation_strings":["School of Mechanical Engineering, Anhui University of Technology, Maanshan, China"],"raw_orcid":"https://orcid.org/0000-0001-5735-4916","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Anhui University of Technology, Maanshan, China","institution_ids":["https://openalex.org/I92178344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055508921","display_name":"Ligang Yao","orcid":"https://orcid.org/0000-0002-7183-7794"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ligang Yao","raw_affiliation_strings":["School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering and Automation, Fuzhou University, Fuzhou, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5020220195"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":4.0431,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94169944,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"7","issue":null,"first_page":"67944","last_page":"67959"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9988999962806702,"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":0.9671000242233276,"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/computer-science","display_name":"Computer science","score":0.6137145757675171},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.584662139415741},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5525142550468445},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.5249659419059753},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.5112826824188232},{"id":"https://openalex.org/keywords/kurtosis","display_name":"Kurtosis","score":0.49586281180381775},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.32203835248947144},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.32169222831726074},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31854623556137085},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21834582090377808},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13856124877929688},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.11678093671798706},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08557209372520447},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08136877417564392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6137145757675171},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.584662139415741},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5525142550468445},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5249659419059753},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.5112826824188232},{"id":"https://openalex.org/C166963901","wikidata":"https://www.wikidata.org/wiki/Q287251","display_name":"Kurtosis","level":2,"score":0.49586281180381775},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.32203835248947144},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.32169222831726074},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31854623556137085},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21834582090377808},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13856124877929688},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.11678093671798706},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08557209372520447},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08136877417564392},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2918343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2918343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08720253.pdf","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:doaj.org/article:7adee649480b43339bc2400d7f9e94ec","is_oa":true,"landing_page_url":"https://doaj.org/article/7adee649480b43339bc2400d7f9e94ec","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 7, Pp 67944-67959 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2918343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2918343","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08720253.pdf","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":0.8999999761581421,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3556515513","display_name":null,"funder_award_id":"51875105","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4250871921","display_name":null,"funder_award_id":"51775114","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6640664901","display_name":null,"funder_award_id":"51505002","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2945823856.pdf","grobid_xml":"https://content.openalex.org/works/W2945823856.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1971521993","https://openalex.org/W1981109082","https://openalex.org/W2000982976","https://openalex.org/W2014632329","https://openalex.org/W2022706486","https://openalex.org/W2028328787","https://openalex.org/W2039710285","https://openalex.org/W2049287680","https://openalex.org/W2055274129","https://openalex.org/W2056700360","https://openalex.org/W2100333064","https://openalex.org/W2174317074","https://openalex.org/W2317192193","https://openalex.org/W2401383790","https://openalex.org/W2509453848","https://openalex.org/W2585392941","https://openalex.org/W2589138705","https://openalex.org/W2594467130","https://openalex.org/W2770183464","https://openalex.org/W2781219304","https://openalex.org/W2790572842","https://openalex.org/W2791125525","https://openalex.org/W2796679689","https://openalex.org/W2802012801","https://openalex.org/W2809694228"],"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":{"Incipient":[0],"damages":[1,155],"of":[2,14,17,40,88,139,156],"wind":[3,162],"turbine":[4],"rolling":[5,157],"bearing":[6,144],"are":[7],"very":[8],"difficult":[9],"to":[10,57,104,152],"be":[11,95],"detected":[12,33],"because":[13],"the":[15,60,79,85,107,118,133,148],"interference":[16],"multi-frequency":[18],"components":[19],"and":[20,45],"strong":[21,123],"ambient":[22],"noise.":[23,126],"To":[24],"solve":[25],"this":[26,28],"problem,":[27],"paper":[29],"proposes":[30],"a":[31,75,160],"new":[32],"method":[34,114],"named":[35],"VMD-AMCKD,":[36],"combining":[37],"complementary":[38],"advantages":[39],"variational":[41],"mode":[42,63,71],"decomposition":[43],"(VMD)":[44],"adaptive":[46],"maximum":[47],"correlated":[48],"kurtosis":[49],"deconvolution":[50],"(AMCKD).":[51],"A":[52],"novel":[53],"index":[54],"is":[55,102,129,150],"proposed":[56,113],"screen":[58],"out":[59],"most":[61],"sensitive":[62],"containing":[64],"fault":[65,80],"information":[66],"after":[67],"VMD":[68],"decomposition.":[69],"The":[70,97,112],"also":[72],"can":[73,94,115],"determine":[74],"suspectable":[76],"range":[77,87],"for":[78,135],"frequency,":[81],"based":[82],"on":[83],"which":[84],"optimized":[86],"devolution":[89],"period":[90],"T":[91],"in":[92,110,159],"MCKD":[93],"pre-determined.":[96],"Grasshopper":[98],"optimization":[99],"algorithm":[100],"(GOA)":[101],"adapted":[103],"adaptively":[105],"select":[106],"key":[108],"parameters":[109],"MCKD.":[111],"successfully":[116],"diagnose":[117],"simulated":[119],"signal":[120,141],"mixed":[121],"with":[122],"white":[124],"Gaussian":[125],"Its":[127],"robustness":[128],"further":[130],"proven":[131],"by":[132],"diagnosis":[134],"three":[136],"different":[137],"types":[138],"experimental":[140],"from":[142],"CWRU":[143],"data":[145],"center.":[146],"Finally,":[147],"VMD-AMCKD":[149],"applied":[151],"detect":[153],"incipient":[154],"bearings":[158],"laboratory":[161],"turbine.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":4}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}