{"id":"https://openalex.org/W4285219407","doi":"https://doi.org/10.1109/tim.2022.3190062","title":"Health Condition Identification of Rolling Element Bearing Based on Gradient of Features Matrix and MDDCs-MRSVD","display_name":"Health Condition Identification of Rolling Element Bearing Based on Gradient of Features Matrix and MDDCs-MRSVD","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285219407","doi":"https://doi.org/10.1109/tim.2022.3190062"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2022.3190062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3190062","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/A5015208720","display_name":"Jiadong Meng","orcid":"https://orcid.org/0000-0002-9263-1672"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]},{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiadong Meng","raw_affiliation_strings":["School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","School of Mechanical &#x0026","School of Mechanical Engineering, Lanzhou Jiaotong University, Lanzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9263-1672","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Mechanical &#x0026","institution_ids":[]},{"raw_affiliation_string":"School of Mechanical Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090947524","display_name":"Changfeng Yan","orcid":"https://orcid.org/0000-0001-5472-9401"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changfeng Yan","raw_affiliation_strings":["School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","School of Mechanical &#x0026"],"raw_orcid":"https://orcid.org/0000-0001-5472-9401","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Mechanical &#x0026","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060850019","display_name":"Zonggang Wang","orcid":"https://orcid.org/0000-0003-4010-6670"},"institutions":[{"id":"https://openalex.org/I4210117818","display_name":"Hexi University","ror":"https://ror.org/02axfzt86","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210117818"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zonggang Wang","raw_affiliation_strings":["College of Physics and Electromechanical Engineering, Hexi University, Zhangye, China","College of Physics &#x0026"],"raw_orcid":"https://orcid.org/0000-0003-4010-6670","affiliations":[{"raw_affiliation_string":"College of Physics and Electromechanical Engineering, Hexi University, Zhangye, China","institution_ids":["https://openalex.org/I4210117818"]},{"raw_affiliation_string":"College of Physics &#x0026","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015996382","display_name":"Tao Wen","orcid":"https://orcid.org/0000-0001-6105-932X"},"institutions":[{"id":"https://openalex.org/I4210088494","display_name":"Gansu Province Computing Center","ror":"https://ror.org/003wq4h14","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210088494"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wen","raw_affiliation_strings":["Gansu Computing Center, Lanzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6105-932X","affiliations":[{"raw_affiliation_string":"Gansu Computing Center, Lanzhou, China","institution_ids":["https://openalex.org/I4210088494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102002922","display_name":"Guangyi Chen","orcid":"https://orcid.org/0000-0001-8333-0037"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyi Chen","raw_affiliation_strings":["School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","School of Mechanical &#x0026"],"raw_orcid":"https://orcid.org/0000-0001-8333-0037","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Mechanical &#x0026","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062316965","display_name":"Lixiao Wu","orcid":"https://orcid.org/0000-0002-4689-0534"},"institutions":[{"id":"https://openalex.org/I22716506","display_name":"Lanzhou University of Technology","ror":"https://ror.org/03panb555","country_code":"CN","type":"education","lineage":["https://openalex.org/I22716506"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixiao Wu","raw_affiliation_strings":["School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","School of Mechanical &#x0026"],"raw_orcid":"https://orcid.org/0000-0002-4689-0534","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electronical Engineering, Lanzhou University of Technology, Lanzhou, China","institution_ids":["https://openalex.org/I22716506"]},{"raw_affiliation_string":"School of Mechanical &#x0026","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5015208720"],"corresponding_institution_ids":["https://openalex.org/I22716506","https://openalex.org/I3133134087"],"apc_list":null,"apc_paid":null,"fwci":1.2151,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.77860253,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"71","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9912999868392944,"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":0.9750999808311462,"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":0.8516846299171448},{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition monitoring","score":0.6255634427070618},{"id":"https://openalex.org/keywords/singular-value-decomposition","display_name":"Singular value decomposition","score":0.5207807421684265},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5053582787513733},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.502061128616333},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4442499577999115},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.4159744083881378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.39048242568969727},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.3627987802028656},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34348881244659424},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2588834762573242},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.15524810552597046},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.0959334671497345}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.8516846299171448},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.6255634427070618},{"id":"https://openalex.org/C22789450","wikidata":"https://www.wikidata.org/wiki/Q420904","display_name":"Singular value decomposition","level":2,"score":0.5207807421684265},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5053582787513733},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.502061128616333},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4442499577999115},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4159744083881378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.39048242568969727},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3627987802028656},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34348881244659424},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2588834762573242},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.15524810552597046},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0959334671497345},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2022.3190062","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2022.3190062","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":[],"awards":[{"id":"https://openalex.org/G2934999659","display_name":null,"funder_award_id":"51765034","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3497463160","display_name":null,"funder_award_id":"21JR7RA305","funder_id":"https://openalex.org/F4320336616","funder_display_name":"Science and Technology Program of Gansu Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336616","display_name":"Science and Technology Program of Gansu Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1967116388","https://openalex.org/W1967994003","https://openalex.org/W1979431208","https://openalex.org/W1982275278","https://openalex.org/W1990132810","https://openalex.org/W2019505419","https://openalex.org/W2030276507","https://openalex.org/W2048868027","https://openalex.org/W2064323378","https://openalex.org/W2104588962","https://openalex.org/W2144402100","https://openalex.org/W2181634873","https://openalex.org/W2230524333","https://openalex.org/W2235385598","https://openalex.org/W2322121406","https://openalex.org/W2405127965","https://openalex.org/W2558131621","https://openalex.org/W2585519949","https://openalex.org/W2591055632","https://openalex.org/W2772084711","https://openalex.org/W2773549135","https://openalex.org/W2803551303","https://openalex.org/W2810304291","https://openalex.org/W2869000049","https://openalex.org/W2884722635","https://openalex.org/W2904278575","https://openalex.org/W2904460913","https://openalex.org/W2905966591","https://openalex.org/W2909048348","https://openalex.org/W2960185383","https://openalex.org/W2974739973","https://openalex.org/W2989638106","https://openalex.org/W2998982962","https://openalex.org/W3005331186","https://openalex.org/W3027037194","https://openalex.org/W3034650994","https://openalex.org/W3081931578","https://openalex.org/W3114224441","https://openalex.org/W3123413088","https://openalex.org/W3129065187","https://openalex.org/W3141188857","https://openalex.org/W3166737565","https://openalex.org/W4210293859","https://openalex.org/W4235594362","https://openalex.org/W6685921446","https://openalex.org/W6689499834","https://openalex.org/W6736412012"],"related_works":["https://openalex.org/W2913875407","https://openalex.org/W2371722077","https://openalex.org/W2072389746","https://openalex.org/W4372343007","https://openalex.org/W2335478004","https://openalex.org/W2094815465","https://openalex.org/W4323520306","https://openalex.org/W2156186572","https://openalex.org/W2554683084","https://openalex.org/W4387386938"],"abstract_inverted_index":{"Bearing":[0],"is":[1,42,58,80,101,160],"a":[2,39,115],"key":[3],"component":[4],"in":[5,51,69,106,173],"rotary":[6,13],"machines,":[7],"and":[8,28,141,145,162,166],"the":[9,12,18,26,32,36,46,55,61,66,77,87,93,104,107,111,133,146,157,168],"performance":[10],"of":[11,31,49,65,90,97,110,125,171],"machines":[14],"mostly":[15],"depends":[16],"on":[17,35],"bearing":[19,37,172],"health":[20,47,88,169],"condition.":[21],"In":[22],"order":[23],"to":[24,44,85,121,164],"improve":[25],"safety":[27],"maintenance":[29],"plan":[30],"product":[33],"based":[34],"condition,":[38],"monitoring":[40,116],"indicator":[41,117],"constructed":[43,81,120],"identify":[45,122,167],"condition":[48,89],"bearings":[50],"real":[52,174],"time.":[53,175],"Firstly,":[54],"vibration":[56],"signal":[57],"processed":[59],"by":[60,82,103,137],"proposed":[62,128,158],"Maximal":[63],"Difference":[64],"Detail":[67],"Components":[68],"Multi-Resolution":[70],"Singular":[71],"Value":[72],"Decomposition":[73],"(MDDCs-MRSVD)":[74],"algorithm.":[75],"Secondly,":[76],"features":[78,84,112],"matrix":[79],"selected":[83],"reflect":[86],"bearings.":[91],"Then,":[92],"gradient":[94,105],"standard":[95],"deviation":[96],"each":[98],"sampling":[99],"time":[100],"obtained":[102],"amplitude":[108],"direction":[109],"matrix.":[113],"Finally,":[114],"can":[118],"be":[119],"healthy":[123],"stages":[124,170],"bearing.":[126],"The":[127,153],"methods":[129],"are":[130],"verified":[131],"via":[132],"tested":[134],"datasets":[135],"provided":[136],"Intelligent":[138],"Maintenance":[139],"Systems,":[140],"Xi’an":[142],"Jiaotong":[143],"University":[144],"Changxing":[147],"Sumyoung":[148],"Technology":[149],"Co.,":[150],"Ltd.":[151],"(XJTU-SY).":[152],"results":[154],"indicate":[155],"that":[156],"method":[159],"efficient":[161],"accurate":[163],"monitor":[165]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}