{"id":"https://openalex.org/W4362683593","doi":"https://doi.org/10.1109/tim.2023.3265088","title":"A Novel Knowledge Sharing Method for Rolling Bearing Fault Detection Against Impact of Different Signal Sampling Frequencies","display_name":"A Novel Knowledge Sharing Method for Rolling Bearing Fault Detection Against Impact of Different Signal Sampling Frequencies","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4362683593","doi":"https://doi.org/10.1109/tim.2023.3265088"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3265088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3265088","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/ws/files/773740280/A_Novel_Knowledge_Sharing_Method_for_Rolling_Bearing_Fault_Detection_Against_Impact_of_Different_Signal_Sampling_Frequencies.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076114295","display_name":"Jianjun Chen","orcid":"https://orcid.org/0000-0002-9140-6799"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianjun Chen","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-9140-6799","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082636856","display_name":"Weihao Hu","orcid":"https://orcid.org/0000-0002-7019-7289"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihao Hu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-7019-7289","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079611430","display_name":"Guozhou Zhang","orcid":"https://orcid.org/0000-0002-4337-688X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guozhou Zhang","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-4337-688X","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004216769","display_name":"Jiaxiang Hu","orcid":"https://orcid.org/0000-0003-2874-0054"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxiang Hu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-2874-0054","affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076350750","display_name":"Qi Huang","orcid":"https://orcid.org/0000-0002-8637-0269"},"institutions":[{"id":"https://openalex.org/I1297991670","display_name":"Southwest University of Science and Technology","ror":"https://ror.org/04d996474","country_code":"CN","type":"education","lineage":["https://openalex.org/I1297991670"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Huang","raw_affiliation_strings":["School of Information Engineering, Southwest University of Science and Technology (SWUST), Mianyang, China"],"raw_orcid":"https://orcid.org/0000-0002-8637-0269","affiliations":[{"raw_affiliation_string":"School of Information Engineering, Southwest University of Science and Technology (SWUST), Mianyang, China","institution_ids":["https://openalex.org/I1297991670"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100457678","display_name":"Zhe Chen","orcid":"https://orcid.org/0000-0002-2919-4481"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Zhe Chen","raw_affiliation_strings":["Department of Energy Technology, Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0002-2919-4481","affiliations":[{"raw_affiliation_string":"Department of Energy Technology, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039395705","display_name":"Frede Blaabjerg","orcid":"https://orcid.org/0000-0001-8311-7412"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Frede Blaabjerg","raw_affiliation_strings":["Department of Energy Technology, Aalborg University, Aalborg, Denmark"],"raw_orcid":"https://orcid.org/0000-0001-8311-7412","affiliations":[{"raw_affiliation_string":"Department of Energy Technology, Aalborg University, Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.4535,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88762801,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9987000226974487,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9904999732971191,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.6606950759887695},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.5604044198989868},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5382412075996399},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5139153003692627},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.48827338218688965},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4845982789993286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4690316915512085},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.41033393144607544},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.3592612147331238},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31166577339172363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.264923095703125},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.19831591844558716},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.14336726069450378},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1339539885520935},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.120751291513443},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.10575103759765625},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.08847618103027344}],"concepts":[{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.6606950759887695},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.5604044198989868},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5382412075996399},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5139153003692627},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.48827338218688965},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4845982789993286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4690316915512085},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.41033393144607544},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.3592612147331238},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31166577339172363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.264923095703125},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.19831591844558716},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.14336726069450378},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1339539885520935},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.120751291513443},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.10575103759765625},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.08847618103027344},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2023.3265088","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3265088","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:publications/efac1e6e-3dbb-466b-86c9-ef4b83cd6c80","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/efac1e6e-3dbb-466b-86c9-ef4b83cd6c80","pdf_url":"https://vbn.aau.dk/ws/files/773740280/A_Novel_Knowledge_Sharing_Method_for_Rolling_Bearing_Fault_Detection_Against_Impact_of_Different_Signal_Sampling_Frequencies.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chen, J, Hu, W, Zhang, G, Hu, J, Huang, Q, Chen, Z & Blaabjerg, F 2023, 'A Novel Knowledge Sharing Method for Rolling Bearing Fault Detection Against Impact of Different Signal Sampling Frequencies', I E E E Transactions on Instrumentation and Measurement, vol. 72, 3512912, pp. 1-12. https://doi.org/10.1109/TIM.2023.3265088","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/efac1e6e-3dbb-466b-86c9-ef4b83cd6c80","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/efac1e6e-3dbb-466b-86c9-ef4b83cd6c80","pdf_url":"https://vbn.aau.dk/ws/files/773740280/A_Novel_Knowledge_Sharing_Method_for_Rolling_Bearing_Fault_Detection_Against_Impact_of_Different_Signal_Sampling_Frequencies.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Chen, J, Hu, W, Zhang, G, Hu, J, Huang, Q, Chen, Z & Blaabjerg, F 2023, 'A Novel Knowledge Sharing Method for Rolling Bearing Fault Detection Against Impact of Different Signal Sampling Frequencies', I E E E Transactions on Instrumentation and Measurement, vol. 72, 3512912, pp. 1-12. https://doi.org/10.1109/TIM.2023.3265088","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.46000000834465027}],"awards":[{"id":"https://openalex.org/G759853372","display_name":null,"funder_award_id":"2020JDJQ0037","funder_id":"https://openalex.org/F4320333335","funder_display_name":"Sichuan Province Science and Technology Support Program"}],"funders":[{"id":"https://openalex.org/F4320333335","display_name":"Sichuan Province Science and Technology Support Program","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4362683593.pdf","grobid_xml":"https://content.openalex.org/works/W4362683593.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1834627138","https://openalex.org/W2000911430","https://openalex.org/W2194775991","https://openalex.org/W2538244214","https://openalex.org/W2568819930","https://openalex.org/W2584994008","https://openalex.org/W2586037054","https://openalex.org/W2590288147","https://openalex.org/W2758113345","https://openalex.org/W2887782657","https://openalex.org/W2893747136","https://openalex.org/W2898375427","https://openalex.org/W2904483377","https://openalex.org/W2912249918","https://openalex.org/W2919115771","https://openalex.org/W2943909972","https://openalex.org/W2956467153","https://openalex.org/W2973424371","https://openalex.org/W2975932043","https://openalex.org/W3026006566","https://openalex.org/W3039216919","https://openalex.org/W3081032406","https://openalex.org/W3095460974","https://openalex.org/W3108288031","https://openalex.org/W3115736048","https://openalex.org/W3116698143","https://openalex.org/W3130900996","https://openalex.org/W3142840631","https://openalex.org/W3174613307","https://openalex.org/W4225673077","https://openalex.org/W4226097944","https://openalex.org/W4385245566","https://openalex.org/W6728255800","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2035937180","https://openalex.org/W3196220745","https://openalex.org/W4311624988","https://openalex.org/W2061308401","https://openalex.org/W4232403546","https://openalex.org/W2575656761","https://openalex.org/W2065631063","https://openalex.org/W2378667342","https://openalex.org/W2594567802","https://openalex.org/W2363739414"],"abstract_inverted_index":{"Accurate":[0],"and":[1,155,202],"efficient":[2],"bearing":[3,83,170],"fault":[4,26,33,54,84,105,220],"diagnosis":[5,34,85,106,221],"method":[6],"plays":[7],"an":[8],"important":[9],"role":[10],"in":[11,120],"modern":[12],"industrial":[13],"system.":[14],"In":[15],"practical":[16],"applications,":[17],"a":[18,87,111,152,168,199],"large":[19],"number":[20],"of":[21,31,41,68,75,100,127,161,178,216],"data":[22,50,61,89],"are":[23],"employed":[24],"for":[25],"analysis.":[27],"However,":[28,73],"the":[29,32,38,42,56,76,82,98,138,145,162,176,179,185,195,203,209,214],"performance":[30,64,177,201],"model":[35,57,117,125,164,197,211],"varies":[36],"with":[37,59,66,140,147,191],"sampling":[39,47,70,90,102],"frequency":[40,48,71],"training":[43],"data.":[44],"Theoretically,":[45],"higher":[46],"(HSF)":[49],"contains":[51],"much":[52],"richer":[53],"information,":[55],"trained":[58],"HSF":[60,141],"has":[62,198],"better":[63,200],"compared":[65],"that":[67,175,208],"lower":[69],"(LSF).":[72],"most":[74],"intelligent":[77],"methods":[78],"only":[79],"focused":[80],"on":[81,104,167,219],"at":[86],"specific":[88],"frequency.":[91],"They":[92],"did":[93],"not":[94],"take":[95],"into":[96],"account":[97],"impact":[99],"different":[101],"frequencies":[103],"performance.":[107,222],"To":[108],"this":[109,121],"end,":[110],"novel":[112],"knowledge":[113,187],"sharing":[114,188],"multi-task":[115],"(KSMT)":[116],"is":[118,165],"proposed":[119,163,186],"paper.":[122],"The":[123,159],"KSMT":[124,196],"consists":[126],"two":[128],"task":[129,139,146],"branches,":[130],"which":[131],"can":[132,181,205,212],"automatically":[133],"share":[134],"useful":[135],"features":[136],"from":[137],"input":[142,149],"(HSF-task)":[143],"to":[144],"LSF":[148],"(LSF-task)":[150],"by":[151,184],"feature":[153],"selection":[154],"fusion":[156],"module":[157],"(FSF-module).":[158],"effectiveness":[160],"verified":[166],"rolling":[169],"dataset.":[171],"Experimental":[172],"results":[173,204],"show":[174],"LSF-task":[180],"be":[182],"improved":[183],"mechanism.":[189],"Compared":[190],"other":[192],"state-of-the-art":[193],"methods,":[194],"effectively":[206],"demonstrate":[207],"KMST":[210],"overcome":[213],"limitation":[215],"less":[217],"information":[218]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":9}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}