{"id":"https://openalex.org/W3092775294","doi":"https://doi.org/10.1186/s13677-020-00205-7","title":"A multi-fault diagnosis method of gear-box running on edge equipment","display_name":"A multi-fault diagnosis method of gear-box running on edge equipment","publication_year":2020,"publication_date":"2020-10-12","ids":{"openalex":"https://openalex.org/W3092775294","doi":"https://doi.org/10.1186/s13677-020-00205-7","mag":"3092775294"},"language":"en","primary_location":{"id":"doi:10.1186/s13677-020-00205-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00205-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00205-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00205-7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101787413","display_name":"Xiaoping Zhao","orcid":"https://orcid.org/0000-0003-4980-5953"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaoping Zhao","raw_affiliation_strings":["Network Monitoring Center of Jiangsu Province, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","School of Computer and Software, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"Network Monitoring Center of Jiangsu Province, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]},{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001464262","display_name":"Lv Kaiyang","orcid":null},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaiyang Lv","raw_affiliation_strings":["School of Computer and Software, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Software, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075562934","display_name":"Zhongyang Zhang","orcid":"https://orcid.org/0000-0002-9035-2880"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhongyang Zhang","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077369098","display_name":"Yonghong Zhang","orcid":"https://orcid.org/0000-0003-3011-3113"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yonghong Zhang","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049600714","display_name":"Yifei Wang","orcid":"https://orcid.org/0000-0002-7510-7959"},"institutions":[{"id":"https://openalex.org/I200845125","display_name":"Nanjing University of Information Science and Technology","ror":"https://ror.org/02y0rxk19","country_code":"CN","type":"education","lineage":["https://openalex.org/I200845125"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yifei Wang","raw_affiliation_strings":["School of Automation, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Nanjing University of Information Science and Technology, No.219 Ningliu Road, Nanjing, 210044, China","institution_ids":["https://openalex.org/I200845125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101787413"],"corresponding_institution_ids":["https://openalex.org/I200845125"],"apc_list":{"value":990,"currency":"GBP","value_usd":1214},"apc_paid":{"value":990,"currency":"GBP","value_usd":1214},"fwci":0.7438,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71722148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"9","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9883000254631042,"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":0.9883000254631042,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9825999736785889,"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/computer-science","display_name":"Computer science","score":0.7848720550537109},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6389395594596863},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.6370735764503479},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5293548703193665},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5151606798171997},{"id":"https://openalex.org/keywords/edge-device","display_name":"Edge device","score":0.4571511745452881},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4557799994945526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44674739241600037},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4461628794670105},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.44525250792503357},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.43178072571754456},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41913846135139465},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3319507837295532},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32580602169036865},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13293486833572388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7848720550537109},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6389395594596863},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.6370735764503479},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5293548703193665},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5151606798171997},{"id":"https://openalex.org/C138236772","wikidata":"https://www.wikidata.org/wiki/Q25098575","display_name":"Edge device","level":3,"score":0.4571511745452881},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4557799994945526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44674739241600037},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4461628794670105},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.44525250792503357},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.43178072571754456},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41913846135139465},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3319507837295532},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32580602169036865},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13293486833572388},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1186/s13677-020-00205-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00205-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00205-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:96bb5249d74a4d818c445300f87a154d","is_oa":true,"landing_page_url":"https://doaj.org/article/96bb5249d74a4d818c445300f87a154d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Cloud Computing: Advances, Systems and Applications, Vol 9, Iss 1, Pp 1-14 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s13677-020-00205-7","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s13677-020-00205-7","pdf_url":"https://journalofcloudcomputing.springeropen.com/track/pdf/10.1186/s13677-020-00205-7","source":{"id":"https://openalex.org/S2486819371","display_name":"Journal of Cloud Computing Advances Systems and Applications","issn_l":"2192-113X","issn":["2192-113X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Cloud Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4944856222","display_name":null,"funder_award_id":"51505234","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5162868225","display_name":null,"funder_award_id":"51575283","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7416235558","display_name":null,"funder_award_id":"51405241","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3092775294.pdf","grobid_xml":"https://content.openalex.org/works/W3092775294.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1538131130","https://openalex.org/W1545554881","https://openalex.org/W1739880322","https://openalex.org/W2100002341","https://openalex.org/W2163605009","https://openalex.org/W2195459533","https://openalex.org/W2230691563","https://openalex.org/W2258884143","https://openalex.org/W2283805263","https://openalex.org/W2305667248","https://openalex.org/W2324044936","https://openalex.org/W2329399643","https://openalex.org/W2340811421","https://openalex.org/W2405830411","https://openalex.org/W2480364715","https://openalex.org/W2508627673","https://openalex.org/W2513828693","https://openalex.org/W2552342004","https://openalex.org/W2762841298","https://openalex.org/W2768988016","https://openalex.org/W2890590966","https://openalex.org/W2911353037","https://openalex.org/W2911692934","https://openalex.org/W2914261331","https://openalex.org/W2916106301","https://openalex.org/W2924536525","https://openalex.org/W2940523353","https://openalex.org/W2941875011","https://openalex.org/W2946627595","https://openalex.org/W2949117887","https://openalex.org/W2961539753","https://openalex.org/W2969579839","https://openalex.org/W2974991939","https://openalex.org/W3013573132","https://openalex.org/W3146490233"],"related_works":["https://openalex.org/W4324372666","https://openalex.org/W2979760315","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4322761281","https://openalex.org/W4238233472","https://openalex.org/W4313339048","https://openalex.org/W4313526662","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"Abstract":[0],"Edge":[1],"computing":[2,36],"equipment":[3,20],"is":[4,100,106,142,202,255],"a":[5,146,217,237,271],"new":[6],"tool":[7],"that":[8,113,253],"has":[9,56,62],"been":[10,57],"widely":[11],"used":[12,32,91,165],"to":[13,22,92,108,144,174,241],"monitor":[14],"the":[15,28,34,78,111,117,123,128,133,150,160,166,176,194,226,232,243,247,262],"operation":[16],"state":[17],"of":[18,48,77,125,136,155,162,169,182,189,228,246,265,273],"industrial":[19],"and":[21,24,70,81,89,104,140,153,179,191,209,235,267],"diagnose":[23,93],"analyze":[25],"faults.":[26],"Therefore,":[27],"fault":[29,44,54,138,186,263],"diagnosis":[30,55,187],"algorithm":[31],"in":[33,43,52,116,122,159,193,270],"edge":[35],"device":[37],"plays":[38],"an":[39,256],"especially":[40],"significant":[41],"role":[42],"diagnosis.":[45],"The":[46,97],"application":[47],"deep":[49,199],"learning":[50,200],"method":[51,188,222,258],"mechanical":[53,156],"gradually":[58],"popularized,":[59],"because":[60],"it":[61,105,141,254],"many":[63,76],"advantages,":[64],"such":[65],"as":[66],"strong":[67],"classification":[68],"ability":[69],"accurate":[71],"feature":[72],"extraction":[73],"ability.":[74],"However,":[75],"completed":[79],"papers":[80],"models":[82],"are":[83,90],"based":[84,196],"on":[85,197],"single":[86,94,129],"label":[87,130],"system":[88,131],"target":[95],"fault.":[96],"validation":[98],"set":[99],"not":[101],"rigorous":[102],"enough,":[103],"difficult":[107,143],"accurately":[109,269],"simulate":[110],"faults":[112,211],"may":[114],"occur":[115],"actual":[118],"production":[119],"process.":[120],"Nowadays,":[121],"era":[124],"big":[126],"data,":[127],"ignores":[132],"joint":[134],"relationship":[135],"different":[137],"types,":[139],"make":[145],"correct":[147],"judgment":[148],"for":[149],"location,":[151],"type":[152],"degree":[154],"failure.":[157],"Hence,":[158],"process":[161],"experiment,":[163],"we":[164,251],"bearing":[167,192,210,268],"data":[168,183],"Case":[170],"Western":[171],"Reserve":[172],"University(CWRU)":[173],"ensure":[175],"wide":[177],"range":[178],"large":[180],"quantity":[181],"sets.":[184],"A":[185],"gear":[190,208,266],"gear-box":[195],"multi-task":[198],"model":[201],"put":[203],"forward.":[204],"In":[205],"this":[206,221],"method,":[207],"can":[212,223,260],"be":[213],"diagnosed":[214],"simultaneously.":[215],"Through":[216,249],"separate":[218],"task":[219],"layer,":[220],"adaptively":[224],"extract":[225],"characteristics":[227],"distinct":[229],"targets":[230],"from":[231],"same":[233],"signal,":[234],"add":[236],"Batch":[238],"Normalization":[239],"layer(BN)":[240],"accelerate":[242],"convergence":[244],"speed":[245],"network.":[248],"experiments,":[250],"conclude":[252],"effective":[257],"which":[259],"judge":[261],"situation":[264],"variety":[272],"working":[274],"conditions.":[275]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}