{"id":"https://openalex.org/W4405306091","doi":"https://doi.org/10.1109/indin58382.2024.10774401","title":"Bearing Fault Diagnosis Based on SDWPSO-FMD","display_name":"Bearing Fault Diagnosis Based on SDWPSO-FMD","publication_year":2024,"publication_date":"2024-08-18","ids":{"openalex":"https://openalex.org/W4405306091","doi":"https://doi.org/10.1109/indin58382.2024.10774401"},"language":"en","primary_location":{"id":"doi:10.1109/indin58382.2024.10774401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin58382.2024.10774401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100385291","display_name":"Na Zhang","orcid":"https://orcid.org/0000-0003-1978-4469"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Na Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]},{"raw_affiliation_string":"School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101571058","display_name":"Ling Zhao","orcid":"https://orcid.org/0000-0002-9888-788X"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ling Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]},{"raw_affiliation_string":"School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115593079","display_name":"Xiaowen Zhang","orcid":"https://orcid.org/0000-0001-6830-333X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiaowen Zhang","raw_affiliation_strings":["The International Department of Chongqing Yucai Secondary School,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The International Department of Chongqing Yucai Secondary School,Chongqing,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112748556","display_name":"Hangjun Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hangjun Wu","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]},{"raw_affiliation_string":"School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038418418","display_name":"Gang Wu","orcid":"https://orcid.org/0000-0003-0501-4914"},"institutions":[{"id":"https://openalex.org/I63371133","display_name":"Chongqing Jiaotong University","ror":"https://ror.org/01t001k65","country_code":"CN","type":"education","lineage":["https://openalex.org/I63371133"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Wu","raw_affiliation_strings":["School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]},{"raw_affiliation_string":"School of Information Science and Engineering Chongqing Jiaotong University,Chongqing,China","institution_ids":["https://openalex.org/I63371133"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35863076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14474","display_name":"Industrial Technology and Control Systems","score":0.9728999733924866,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9728999733924866,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9613999724388123,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9334999918937683,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6439706087112427},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4950391352176666},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4823829233646393},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.30122053623199463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19397103786468506},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.15902367234230042}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6439706087112427},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4950391352176666},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4823829233646393},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.30122053623199463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19397103786468506},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.15902367234230042}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/indin58382.2024.10774401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/indin58382.2024.10774401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE 22nd International Conference on Industrial Informatics (INDIN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","id":"https://metadata.un.org/sdg/13","score":0.75}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1820051232","https://openalex.org/W2007221293","https://openalex.org/W2019900743","https://openalex.org/W2120390927","https://openalex.org/W2125056386","https://openalex.org/W2963358003","https://openalex.org/W3097806534","https://openalex.org/W4211135803","https://openalex.org/W4225919356","https://openalex.org/W4302024885","https://openalex.org/W4327971417"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2324615561","https://openalex.org/W2086120259","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Mechanical":[0],"fault":[1,11,27,58,260],"vibration":[2,144],"signals":[3],"often":[4],"exhibit":[5],"nonlinear":[6,98],"and":[7,74,87,200,222,237,253],"non-stationary":[8],"characteristics,":[9],"making":[10],"feature":[12,59],"extraction":[13,60],"challenging.":[14],"Feature":[15],"mode":[16,46],"decomposition":[17,45,251],"(FMD)":[18],"has":[19],"emerged":[20],"as":[21,126],"a":[22,57],"promising":[23],"method":[24,61,110,207,248],"for":[25,170,183],"extracting":[26],"features":[28],"of":[29,35,44,78,89,213,220,232,259],"such":[30],"signals.":[31],"However,":[32],"the":[33,40,75,84,90,93,97,105,122,127,133,139,143,151,162,165,177,201,205,217,246,257],"effectiveness":[34],"FMD":[36,79,140,149,221],"heavily":[37],"relies":[38],"on":[39,63,112],"appropriate":[41],"parameter":[42,135],"settings":[43],"number$(n)$,":[47],"filter":[48,50],"length$(L)$and":[49],"band":[51],"number$(K)$.":[52],"To":[53,82],"address":[54],"this":[55,72],"issue,":[56],"based":[62,111],"improved":[64,94],"particle":[65],"swarm":[66],"optimization":[67,214],"(Sigmoid-DWPSO)":[68],"is":[69,146,168,181],"proposed":[70],"in":[71,211],"paper,":[73],"input":[76],"parameters":[77,153],"are":[80,226],"self-optimized.":[81],"enhance":[83],"search":[85],"capability":[86],"convergence":[88],"PSO":[91,95,194],"algorithm,":[92],"combines":[96],"decreasing":[99],"inertia":[100],"weight":[101],"adjustment":[102,109],"strategy":[103],"with":[104,176,191],"adaptive":[106,128],"learning":[107],"factor":[108],"Sigmoid":[113],"function.":[114],"Above":[115],"all,":[116],"The":[117,174,242],"Sigmoid-DWPSO":[118],"(SDWPSO)":[119],"algorithm":[120],"employs":[121],"minimum":[123],"envelope":[124,171,184],"entropy":[125],"objective":[129],"function":[130],"to":[131,154,161],"determine":[132],"optimal":[134,152,166],"combination$(n,":[136],"K,":[137],"L)$for":[138],"algorithm.":[141],"Subsequently,":[142],"signal":[145],"decomposed":[147],"by":[148],"using":[150,196,224,228],"obtain":[155],"multiple":[156],"modal":[157],"components.":[158],"Finally,":[159],"according":[160],"kurtosis":[163,179],"value,":[164],"component":[167,175],"selected":[169,182],"demodulation":[172,185],"analysis.":[173,186],"highest":[178],"value":[180],"This":[187],"paper":[188],"compares":[189],"SDWPSO":[190,206,225],"several":[192],"existing":[193],"algorithms":[195,210],"standard":[197],"test":[198],"functions,":[199],"results":[202,243],"demonstrate":[203],"that":[204,245],"outperforms":[208],"other":[209],"terms":[212],"performance.":[215],"Furthermore,":[216],"optimized":[218],"versions":[219],"VMD":[223],"compared":[227],"rolling":[229],"bearing":[230],"dataset":[231],"Case":[233],"Western":[234],"Reserve":[235],"University":[236],"Xi":[238],"'an":[239],"Jiaotong":[240],"University.":[241],"indicate":[244],"SDWPSO-FMD":[247],"achieves":[249],"superior":[250],"performance":[252],"can":[254],"effectively":[255],"improve":[256],"accuracy":[258],"diagnosis.":[261]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
