{"id":"https://openalex.org/W4407774892","doi":"https://doi.org/10.1145/3711129.3711396","title":"Rolling bearing fault diagnosis method based on improved morphology VMD-TCN","display_name":"Rolling bearing fault diagnosis method based on improved morphology VMD-TCN","publication_year":2024,"publication_date":"2024-10-18","ids":{"openalex":"https://openalex.org/W4407774892","doi":"https://doi.org/10.1145/3711129.3711396"},"language":"en","primary_location":{"id":"doi:10.1145/3711129.3711396","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-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/A5115595935","display_name":"Chen Zhang","orcid":"https://orcid.org/0000-0003-0988-8723"},"institutions":[{"id":"https://openalex.org/I4210153568","display_name":"Urumqi Vocational University","ror":"https://ror.org/05kmekg24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153568"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Zhang","raw_affiliation_strings":["Campus of Urumqi, Engineering University of PAP, Urumqi, China"],"raw_orcid":"https://orcid.org/0000-0003-0988-8723","affiliations":[{"raw_affiliation_string":"Campus of Urumqi, Engineering University of PAP, Urumqi, China","institution_ids":["https://openalex.org/I4210153568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101014804","display_name":"Luyan Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153568","display_name":"Urumqi Vocational University","ror":"https://ror.org/05kmekg24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153568"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Luyan Xu","raw_affiliation_strings":["Campus of Urumqi, Engineering University of PAP, Urumqi, China"],"raw_orcid":"https://orcid.org/0009-0000-4382-0859","affiliations":[{"raw_affiliation_string":"Campus of Urumqi, Engineering University of PAP, Urumqi, China","institution_ids":["https://openalex.org/I4210153568"]}]},{"author_position":"last","author":{"id":null,"display_name":"Baojun Zhang","orcid":"https://orcid.org/0009-0002-4268-7595"},"institutions":[{"id":"https://openalex.org/I4210153568","display_name":"Urumqi Vocational University","ror":"https://ror.org/05kmekg24","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210153568"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Baojun Zhang","raw_affiliation_strings":["Campus of Urumqi, Engineering University of PAP, Urumqi, China"],"raw_orcid":"https://orcid.org/0009-0002-4268-7595","affiliations":[{"raw_affiliation_string":"Campus of Urumqi, Engineering University of PAP, Urumqi, China","institution_ids":["https://openalex.org/I4210153568"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210153568"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25644001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1596","last_page":"1599"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9976000189781189,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9968000054359436,"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.973800003528595,"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":0.5874372720718384},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5112228393554688},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4682648777961731},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.285228431224823},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15112122893333435},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.04993194341659546}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.5874372720718384},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5112228393554688},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4682648777961731},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.285228431224823},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15112122893333435},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.04993194341659546}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3711129.3711396","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3711129.3711396","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 8th International Conference on Electronic Information Technology and Computer Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2000911430","https://openalex.org/W4398194212"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,44,72,163,175],"fully":[3],"utilize":[4],"the":[5,25,33,46,50,55,61,76,85,96,110,135,148,154,165,168],"vibration":[6,28,157],"signals":[7,29,51,158],"for":[8,141],"fault":[9,14,105,150,178,186],"identification,":[10],"a":[11],"rolling":[12,26,155,184],"bearing":[13,27,156,185],"diagnosis":[15,151],"method":[16,37,169],"based":[17],"on":[18],"improved":[19,34],"morphological":[20],"VMD-TCN":[21],"is":[22,69,82,93,107,173],"proposed.":[23],"Firstly,":[24],"are":[30,52,132],"preprocessed":[31],"by":[32,54,95,109],"morphology":[35],"filtering":[36],"Average":[38],"Combined":[39],"Difference":[40],"Morphological":[41],"Filtering":[42],"(ACDMF)":[43],"retain":[45],"useful":[47],"signals;":[48],"secondly,":[49],"decomposed":[53],"Variational":[56],"Mode":[57],"Decomposition":[58],"(VMD),":[59],"and":[60,84,114,129,143,145,180],"optimal":[62,86],"number":[63,87],"of":[64,66,79,88,90,117],"decomposition":[65,89],"IMF":[67,80,91,101],"components":[68,81,92],"determined":[70,94],"according":[71],"whether":[73],"or":[74],"not":[75],"frequency":[77],"center":[78],"over-decomposed,":[83],"crag":[97,111],"evaluation":[98,112],"index.":[99],"The":[100],"component":[102],"with":[103],"rich":[104],"information":[106],"selected":[108],"index,":[113],"nine":[115],"features":[116,179],"mean,":[118],"variance,":[119],"peak,":[120],"crag,":[121],"RMS,":[122],"peak":[123],"factor,":[124,126,128],"pulse":[125],"waveform":[127],"margin":[130],"factor":[131],"calculated;":[133],"finally,":[134],"TCN":[136],"model":[137],"processes":[138],"these":[139],"attributes":[140],"training":[142],"prediction,":[144],"ultimately":[146],"yields":[147],"accurate":[149],"rate.":[152],"Using":[153],"from":[159],"Western":[160],"Reserve":[161],"University":[162],"verify":[164],"described":[166],"method,":[167],"in":[170],"this":[171],"paper":[172],"able":[174],"extract":[176],"effective":[177],"can":[181],"accurately":[182],"identify":[183],"states.":[187]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}