Deep PCA-Based FDD Methods

This chapter develops a real-time incipient FDD method named deep PCA (DPCA) for traction systems in high-speed trains. This scheme adopting multivariate statistics is composed of multiple data processing layers to extract more accurate signal features of traction systems.