{"id":"https://openalex.org/W4388279972","doi":"https://doi.org/10.1109/safeprocess58597.2023.10295838","title":"Atten-DilatedNet: fault diagnosis method of bearing for mine drilling rig","display_name":"Atten-DilatedNet: fault diagnosis method of bearing for mine drilling rig","publication_year":2023,"publication_date":"2023-09-22","ids":{"openalex":"https://openalex.org/W4388279972","doi":"https://doi.org/10.1109/safeprocess58597.2023.10295838"},"language":"en","primary_location":{"id":"doi:10.1109/safeprocess58597.2023.10295838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess58597.2023.10295838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","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/A5100953313","display_name":"Guoqing Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoqing Sun","raw_affiliation_strings":["China University of Mining and Technology,School of Mechanical and Electrical Engineering,Xuzhou,China","School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Mechanical and Electrical Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019198724","display_name":"Xiaoyu Zou","orcid":"https://orcid.org/0000-0002-6272-3605"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyu Zou","raw_affiliation_strings":["China University of Mining and Technology,School of Mechanical and Electrical Engineering,Xuzhou,China","School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Mechanical and Electrical Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064538645","display_name":"Jie Pan","orcid":"https://orcid.org/0000-0002-4993-298X"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Pan","raw_affiliation_strings":["China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Information and Control Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Information and Control Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101827555","display_name":"Zhongbin Wang","orcid":"https://orcid.org/0000-0002-3250-1593"},"institutions":[{"id":"https://openalex.org/I25757504","display_name":"China University of Mining and Technology","ror":"https://ror.org/01xt2dr21","country_code":"CN","type":"education","lineage":["https://openalex.org/I25757504"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongbin Wang","raw_affiliation_strings":["China University of Mining and Technology,School of Mechanical and Electrical Engineering,Xuzhou,China","School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China"],"affiliations":[{"raw_affiliation_string":"China University of Mining and Technology,School of Mechanical and Electrical Engineering,Xuzhou,China","institution_ids":["https://openalex.org/I25757504"]},{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, China University of Mining and Technology, Xuzhou, China","institution_ids":["https://openalex.org/I25757504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001683138","display_name":"Hongquan Ji","orcid":"https://orcid.org/0000-0002-4106-2609"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongquan Ji","raw_affiliation_strings":["Shandong University of Science and Technology,School of Electrical Engineering and Automation,Qingdao,China","School of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China"],"affiliations":[{"raw_affiliation_string":"Shandong University of Science and Technology,School of Electrical Engineering and Automation,Qingdao,China","institution_ids":["https://openalex.org/I80143920"]},{"raw_affiliation_string":"School of Electrical Engineering and Automation, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087346551","display_name":"Dezhong Xin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210151703","display_name":"China Coal Technology and Engineering Group Corp (China)","ror":"https://ror.org/045d9gj14","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210151703"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dezhong Xin","raw_affiliation_strings":["Coal Science and Industry Group,Chongqing Research Institute of China,Chongqing,China","Chongqing Research Institute of China, Coal Science and Industry Group, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Coal Science and Industry Group,Chongqing Research Institute of China,Chongqing,China","institution_ids":["https://openalex.org/I4210151703"]},{"raw_affiliation_string":"Chongqing Research Institute of China, Coal Science and Industry Group, Chongqing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5100953313"],"corresponding_institution_ids":["https://openalex.org/I25757504"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17170596,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9961000084877014,"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":0.9961000084877014,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9876000285148621,"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/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9842000007629395,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/computer-science","display_name":"Computer science","score":0.6917210817337036},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6823230385780334},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6133733987808228},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5924082398414612},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5644530057907104},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.541366696357727},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.47323426604270935},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4556376039981842},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1171773374080658},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0825834572315216}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6917210817337036},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6823230385780334},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6133733987808228},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5924082398414612},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5644530057907104},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.541366696357727},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.47323426604270935},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4556376039981842},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1171773374080658},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0825834572315216},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","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":1,"locations":[{"id":"doi:10.1109/safeprocess58597.2023.10295838","is_oa":false,"landing_page_url":"https://doi.org/10.1109/safeprocess58597.2023.10295838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320337504","display_name":"Research and Development","ror":"https://ror.org/027s68j25"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W2912538417","https://openalex.org/W2971405826","https://openalex.org/W2998506103","https://openalex.org/W3010717703"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W2770593030","https://openalex.org/W4321487865","https://openalex.org/W3154990682","https://openalex.org/W4313906399","https://openalex.org/W2560201613","https://openalex.org/W2171975302","https://openalex.org/W2022352247","https://openalex.org/W4391266461","https://openalex.org/W1996690921"],"abstract_inverted_index":{"Currently,":[0],"bearing":[1],"fault":[2,51,163],"signal":[3,16],"diagnosis":[4,52,164],"of":[5,29,32,53,65,69,75,141,158],"mine":[6,54],"drilling":[7,55,70,151],"rig":[8,56,152],"suffers":[9],"from":[10,90],"strong":[11,37],"time":[12,100,128],"dependency":[13],"and":[14,98,125,138,149,156,173],"serious":[15],"noises,":[17],"which":[18,116],"leads":[19],"to":[20,86,113,121,135],"low":[21],"diagnostic":[22],"accuracy.":[23],"Aiming":[24],"at":[25],"solving":[26],"the":[27,61,73,76,91,114,154,159],"problem":[28],"inadequate":[30],"extraction":[31],"key":[33],"features":[34,89],"hidden":[35],"in":[36],"noise,":[38],"a":[39,80],"temporal":[40,107],"attention":[41,108,134],"embedding":[42],"dilated":[43,82],"convolutional":[44,83,104],"neural":[45,84],"network":[46,85],"(Atten-DilatedNet)":[47],"is":[48,110],"designed":[49],"for":[50],"bearing.":[57],"The":[58],"method":[59],"takes":[60],"original":[62],"vibration":[63,92],"signals":[64],"different":[66,119],"faulty":[67],"bearings":[68],"rigs":[71],"as":[72],"input":[74],"model.":[77],"It":[78,166],"adopts":[79],"one-dimensional":[81],"automatically":[87],"extract":[88],"signals,":[93],"with":[94],"larger":[95],"receptive":[96],"field":[97],"longer":[99],"range":[101],"than":[102,176],"traditional":[103,178],"operator.":[105],"A":[106],"mechanism":[109],"further":[111],"embedded":[112],"network,":[115],"adaptively":[117],"assigns":[118],"weights":[120],"above":[122],"feature":[123],"sequences":[124],"model":[126],"their":[127],"dependency.":[129],"Thus,":[130],"Atten-DilatedNet":[131,161],"can":[132],"enhance":[133],"critical-to-fault":[136],"feature,":[137],"restrain":[139],"interference":[140],"noise.":[142],"Case":[143],"studies":[144],"on":[145],"public":[146],"data":[147],"sets":[148],"experimental":[150],"demonstrate":[153],"validaty":[155],"superiority":[157],"proposed":[160],"based":[162],"method.":[165],"shows":[167],"higher":[168],"accuracy,":[169],"better":[170],"generalization":[171],"performance,":[172],"stronger":[174],"robustness":[175],"some":[177],"machine":[179],"learning":[180],"methods.":[181]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}