Temporal learning in predictive health management using channel-spatial attention-based deep neural networks

Chien-Liang Liu, Huan-Ci Su

Abstract: Highlights•Introduce Multi-Scale Attention Block, enhancing Predictive Health Management.•Develop Temporal Channel-Spatial Attention Network for industrial process modeling.•Show that the CSAT network surpasses competing models in experiments.•Provide a comprehensive analysis of the proposed method.