Jiancheng Ma

Multi-Sensor Dictionary Fusion-Driven Sparse Representation Classification Method for Gearbox Fault Diagnosis

As a powerful tool for sparse signal representation, dictionary learning has gained traction in data-driven fault diagnosis. However, noise interference exists in actual industrial environments; noise as a common feature across all classes inevitably covers discriminative feature...