Sparse Coding Shrinkage in Intrinsic Time-Scale Decomposition for Weak Fault Feature Extraction of Bearings

Extraction of the weak fault features under strong background noise is crucial to early fault diagnosis in rolling bearings. However, these fault features (i.e., impulse components) in vibration signals are always submerged and distorted by heavy noise in the early fault phase. Thus, a new method ca...

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