{"id":"https://openalex.org/W3089662231","doi":"https://doi.org/10.1109/access.2020.3024792","title":"Fault Diagnosis of Rolling Bearing Based on Probability box Theory and GA-SVM","display_name":"Fault Diagnosis of Rolling Bearing Based on Probability box Theory and GA-SVM","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3089662231","doi":"https://doi.org/10.1109/access.2020.3024792","mag":"3089662231"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3024792","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024792","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09199902.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09199902.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100607105","display_name":"Hong Tang","orcid":"https://orcid.org/0009-0007-4131-6852"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Tang","raw_affiliation_strings":["State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072019472","display_name":"Zhengxing Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengxing Yuan","raw_affiliation_strings":["City College, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"City College, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012694867","display_name":"Hong\u2010Liang Dai","orcid":null},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongliang Dai","raw_affiliation_strings":["State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070005924","display_name":"Yi Du","orcid":"https://orcid.org/0000-0001-8774-005X"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Du","raw_affiliation_strings":["City College, Kunming University of Science and Technology, Kunming, China"],"raw_orcid":"https://orcid.org/0000-0001-8774-005X","affiliations":[{"raw_affiliation_string":"City College, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.5734,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.81388019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8","issue":null,"first_page":"170872","last_page":"170882"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9961000084877014,"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":0.9961000084877014,"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":0.9951000213623047,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8658264875411987},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.7744153141975403},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6634320020675659},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6410487294197083},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6051921844482422},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5635400414466858},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5392917394638062},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5254075527191162},{"id":"https://openalex.org/keywords/vibration","display_name":"Vibration","score":0.4916267991065979},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4141281247138977},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.35241788625717163},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2600821256637573}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8658264875411987},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.7744153141975403},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634320020675659},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6410487294197083},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6051921844482422},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5635400414466858},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5392917394638062},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5254075527191162},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.4916267991065979},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4141281247138977},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.35241788625717163},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2600821256637573},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3024792","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024792","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09199902.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dcdde715913a4975990c9ccf80a90ee0","is_oa":true,"landing_page_url":"https://doaj.org/article/dcdde715913a4975990c9ccf80a90ee0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 170872-170882 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3024792","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024792","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09199902.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2558450479","display_name":"\u57fa\u4e8e\u4fe1\u606f\u878d\u5408\u7684\u673a\u68b0\u6545\u969c\u6982\u7387\u76d2\u8bca\u65ad\u6a21\u578b\u548c\u7b97\u6cd5\u7814\u7a76","funder_award_id":"51365020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3217578488","display_name":null,"funder_award_id":"51621004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7605483333","display_name":null,"funder_award_id":"71865009","funder_id":"https://openalex.org/F4320326870","funder_display_name":"State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320326870","display_name":"State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body","ror":null},{"id":"https://openalex.org/F4320329290","display_name":"China Ship Scientific Research Center","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3089662231.pdf","grobid_xml":"https://content.openalex.org/works/W3089662231.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1844548710","https://openalex.org/W1985776742","https://openalex.org/W2048501811","https://openalex.org/W2060511791","https://openalex.org/W2095307887","https://openalex.org/W2127353548","https://openalex.org/W2406470551","https://openalex.org/W2510050171","https://openalex.org/W2523408358","https://openalex.org/W2612133367","https://openalex.org/W2623163150","https://openalex.org/W2770715721","https://openalex.org/W2776414181","https://openalex.org/W2783380896","https://openalex.org/W2791306173","https://openalex.org/W2799932145","https://openalex.org/W2893653304","https://openalex.org/W2898611799","https://openalex.org/W2912960306","https://openalex.org/W2942245950","https://openalex.org/W2945036947","https://openalex.org/W2962829974","https://openalex.org/W2973093569","https://openalex.org/W2981929309","https://openalex.org/W2984270427","https://openalex.org/W2992077865","https://openalex.org/W3005054504","https://openalex.org/W3025437210","https://openalex.org/W3029210295","https://openalex.org/W3031598653","https://openalex.org/W3035171971"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W2035937180","https://openalex.org/W148178222","https://openalex.org/W3196220745","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2113981829","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"For":[0],"an":[1],"intelligent":[2],"detection":[3],"of":[4,39,74,88,95,105],"bearing":[5,56],"failure":[6],"in":[7],"rotating":[8],"machinery,":[9],"this":[10,89],"paper":[11],"proposed":[12],"a":[13,19,29],"fault":[14],"diagnosis":[15],"method":[16,90],"based":[17,35],"on":[18,36],"probability":[20],"box":[21],"(p-box)":[22],"and":[23,47],"support":[24],"vector":[25],"machine":[26],"(SVM)":[27],"with":[28],"genetic":[30],"algorithm":[31,67],"(GA)":[32],"algorithm.":[33],"Firstly,":[34],"vibration":[37],"signals":[38],"the":[40,42,50,54,65,75,96,103,106],"bearing,":[41],"different":[43,55],"p-boxes":[44,57],"are":[45],"obtained":[46],"fused":[48],"using":[49],"evidence":[51],"theory.":[52],"Then,":[53],"can":[58],"be":[59],"classified":[60],"by":[61],"adopting":[62],"SVM":[63,76],"model;":[64],"GA":[66],"is":[68,91],"considered":[69],"to":[70],"optimize":[71],"key":[72],"parameters":[73],"model,":[77],"i.e.,":[78],"GA-SVM.":[79],"Finally,":[80],"experimental":[81],"results":[82],"show":[83],"that":[84,94],"total":[85],"recognition":[86],"rate":[87],"better":[92],"than":[93],"traditional":[97],"feature":[98],"extraction":[99],"method,":[100],"which":[101],"demonstrates":[102],"effectiveness":[104],"current":[107],"method.":[108]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}