{"id":"https://openalex.org/W4403095178","doi":"https://doi.org/10.1109/tim.2024.3472828","title":"Sparsity and Periodicity-Induced Symplectic Geometry Decomposition for Incipient Fault Diagnosis of Wind Turbine Gearbox","display_name":"Sparsity and Periodicity-Induced Symplectic Geometry Decomposition for Incipient Fault Diagnosis of Wind Turbine Gearbox","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403095178","doi":"https://doi.org/10.1109/tim.2024.3472828"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3472828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3472828","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/A5069907975","display_name":"Bo Zhang","orcid":"https://orcid.org/0000-0001-9296-2968"},"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":"Bo Zhang","raw_affiliation_strings":["Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9296-2968","affiliations":[{"raw_affiliation_string":"Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038825394","display_name":"Wei Teng","orcid":"https://orcid.org/0000-0002-5652-3746"},"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":"Wei Teng","raw_affiliation_strings":["Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-5652-3746","affiliations":[{"raw_affiliation_string":"Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060975379","display_name":"Honghua Bai","orcid":"https://orcid.org/0009-0009-3159-6189"},"institutions":[{"id":"https://openalex.org/I4210163926","display_name":"Zhejiang Medicine (China)","ror":"https://ror.org/05h86nk22","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210163926"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghua Bai","raw_affiliation_strings":["Zhejiang Zhenxing Axiang Group Company Ltd., Huzhou, Zhejiang, China","ZHEJIANG ZHENXING AXIANG GROUP Co. Ltd, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0009-3159-6189","affiliations":[{"raw_affiliation_string":"Zhejiang Zhenxing Axiang Group Company Ltd., Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210163926"]},{"raw_affiliation_string":"ZHEJIANG ZHENXING AXIANG GROUP Co. Ltd, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051021290","display_name":"W. Huang","orcid":"https://orcid.org/0009-0004-3315-5444"},"institutions":[{"id":"https://openalex.org/I4210163926","display_name":"Zhejiang Medicine (China)","ror":"https://ror.org/05h86nk22","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210163926"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiling Huang","raw_affiliation_strings":["Zhejiang Zhenxing Axiang Group Company Ltd., Huzhou, Zhejiang, China","ZHEJIANG ZHENXING AXIANG GROUP Co. Ltd, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0004-3315-5444","affiliations":[{"raw_affiliation_string":"Zhejiang Zhenxing Axiang Group Company Ltd., Huzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210163926"]},{"raw_affiliation_string":"ZHEJIANG ZHENXING AXIANG GROUP Co. Ltd, Zhejiang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070260236","display_name":"Dikang Peng","orcid":"https://orcid.org/0000-0003-3558-2736"},"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":"Dikang Peng","raw_affiliation_strings":["Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3558-2736","affiliations":[{"raw_affiliation_string":"Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007203749","display_name":"Yibing Liu","orcid":"https://orcid.org/0000-0001-9218-8108"},"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":"Yibing Liu","raw_affiliation_strings":["Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-9218-8108","affiliations":[{"raw_affiliation_string":"Key Laboratory of Power Station Energy Transfer Conversion and System, Ministry of Education, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Power Station Energy Transfer Conversion and System, North China Electric Power University, Beijing, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.9008,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86034521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.995199978351593,"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":0.995199978351593,"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":0.989799976348877,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.965499997138977,"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/symplectic-geometry","display_name":"Symplectic geometry","score":0.6966946125030518},{"id":"https://openalex.org/keywords/turbine","display_name":"Turbine","score":0.6581512689590454},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6257244348526001},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5234365463256836},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.46189984679222107},{"id":"https://openalex.org/keywords/wind-power","display_name":"Wind power","score":0.41672733426094055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.35109812021255493},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.33587971329689026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3304184675216675},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2624225914478302},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21702462434768677},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.1805841326713562},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.1557362973690033}],"concepts":[{"id":"https://openalex.org/C168619227","wikidata":"https://www.wikidata.org/wiki/Q2190991","display_name":"Symplectic geometry","level":2,"score":0.6966946125030518},{"id":"https://openalex.org/C2778449969","wikidata":"https://www.wikidata.org/wiki/Q130760","display_name":"Turbine","level":2,"score":0.6581512689590454},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6257244348526001},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5234365463256836},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.46189984679222107},{"id":"https://openalex.org/C78600449","wikidata":"https://www.wikidata.org/wiki/Q43302","display_name":"Wind power","level":2,"score":0.41672733426094055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.35109812021255493},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.33587971329689026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3304184675216675},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2624225914478302},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21702462434768677},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.1805841326713562},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.1557362973690033},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3472828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3472828","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":0.8100000023841858,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[{"id":"https://openalex.org/G3316377179","display_name":null,"funder_award_id":"51775186","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G61125199","display_name":null,"funder_award_id":"5210050137","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1262168397","https://openalex.org/W1970633430","https://openalex.org/W1971521993","https://openalex.org/W1984095169","https://openalex.org/W1989536830","https://openalex.org/W2056700360","https://openalex.org/W2138320717","https://openalex.org/W2158814293","https://openalex.org/W2301002797","https://openalex.org/W2411208350","https://openalex.org/W2437984376","https://openalex.org/W2593694313","https://openalex.org/W2626691561","https://openalex.org/W2810188680","https://openalex.org/W2839815754","https://openalex.org/W2915253732","https://openalex.org/W2944181534","https://openalex.org/W2965081040","https://openalex.org/W2980842047","https://openalex.org/W2996117967","https://openalex.org/W3002888218","https://openalex.org/W3027820774","https://openalex.org/W3034245263","https://openalex.org/W3094224694","https://openalex.org/W3177031903","https://openalex.org/W3203684138","https://openalex.org/W3217746488","https://openalex.org/W4211187779","https://openalex.org/W4225543909","https://openalex.org/W4361009284"],"related_works":["https://openalex.org/W2027826725","https://openalex.org/W139275344","https://openalex.org/W3214712242","https://openalex.org/W3204461065","https://openalex.org/W1965417009","https://openalex.org/W2018320994","https://openalex.org/W2085232331","https://openalex.org/W2460685830","https://openalex.org/W2738547440","https://openalex.org/W2741863531"],"abstract_inverted_index":{"When":[0],"incipient":[1],"faults":[2,141],"of":[3,110,139],"gears":[4],"or":[5],"bearings":[6],"occur":[7],"in":[8,37,50,65,101,142,149,171],"the":[9,27,34,38,43,51,58,106,129,137,143,147,150,168,172,185,190,195,209,219],"wind":[10],"turbine":[11],"gearbox,":[12],"their":[13],"fault":[14,28,44,59,85,221],"information":[15],"will":[16],"be":[17,99,212],"readily":[18],"masked":[19],"by":[20,128,184,203],"intensive":[21],"background":[22],"noise,":[23],"which":[24,95,206],"may":[25],"postpone":[26],"detection":[29],"and":[30,75,108,114,146,178],"maintenance":[31],"schedule.":[32],"Specifically,":[33],"phenomenon":[35],"manifested":[36,56],"time":[39,144,173],"domain":[40,145],"is":[41,46,55,61,96,121,158,182,201],"that":[42,57,208],"impulse":[45],"not":[47],"obvious,":[48],"while":[49],"frequency":[52,60,68,151],"domain,":[53,152],"it":[54,80],"prone":[62],"to":[63,82,98,166,188,193],"submerge":[64],"other":[66],"interference":[67],"components.":[69],"However,":[70],"conventional":[71],"signal":[72],"processing":[73],"methods":[74],"matrix":[76],"factorization":[77],"algorithms":[78,88],"make":[79],"difficult":[81,97],"intuitively":[83],"characterize":[84],"features.":[86],"Complex":[87],"often":[89],"require":[90],"some":[91],"manually":[92],"adjusted":[93],"parameters,":[94],"applied":[100],"engineering":[102],"practice.":[103],"To":[104],"balance":[105],"performance":[107],"complexity":[109],"algorithms,":[111],"a":[112,153,161,176],"sparsity":[113,148,177],"periodicity-induced":[115,154,179],"symplectic":[116,130],"geometry":[117,131],"decomposition":[118,133],"(SPSGD)":[119],"method":[120,157],"proposed.":[122],"The":[123,198],"initial":[124],"components":[125,170,192,222],"are":[126],"obtained":[127],"mode":[132],"method.":[134],"Stem":[135],"from":[136],"periodicity":[138],"gear":[140],"Bayesian":[155],"clustering":[156],"proposed":[159,199],"as":[160,215,217],"novel":[162],"iteration":[163],"termination":[164],"condition":[165],"pursue":[167],"fault-related":[169],"domain.":[174],"Then,":[175],"inverse":[180],"filter":[181],"designed":[183],"Laplace":[186],"operator":[187],"weigh":[189],"faulty":[191],"reduce":[194],"noise":[196,210],"influence.":[197],"SPSGD":[200],"validated":[202],"three":[204],"cases,":[205],"indicate":[207],"can":[211],"reduced":[213],"adaptively":[214],"well":[216],"enhance":[218],"useful":[220],"effectively.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
