The results of the four fault diagnosis methods using JNU.
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posted on 2024-09-03, 17:32 authored by Qiushi Wang, Zhicheng Sun, Yueming Zhu, Dong Li, Yunbin MaThe results of the four fault diagnosis methods using JNU.
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rolling bearings playsproviding new ideaslower maintenance costsexperimental results showmodel training processimproved diffusion modeloriginal vibration datadimensional vibration datathus contributing significantlysmall sample sizesfault diagnosis modelenhance operational efficiencysuboptimal diagnostic accuracydiagnostic modelfault diagnosisgenerated datasignificantly reducesample sizeoperational statusfault detectiondiagnostic technologyxlink ">system failuresresearch liesprediction noisepractical valuepractical applicationspivotal rolemechanical systemsloss functioninnovatively introduceindustrial applicationsgeneralization capabilityfeature differencesentire systemeffectively improvecritical componentconsequently enhancesarticle proposesarticle adoptsaccurately extract
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