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IEEE Transactions on Industrial Informatics· 2019Q1

Deep Residual Shrinkage Networks for Fault Diagnosis

Minghang Zhao, Shisheng Zhong, Xuyun Fu, Baoping Tang et al.

Short summary

Deep residual shrinkage networks (DRSNs) automatically learn to filter noise and diagnose faults from vibration signals, achieving high accuracy without requiring expert signal processing knowledge.

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Field: Control and Systems Engineering

Control and Systems EngineeringEngineering