Causal feature selection framework for stable soft sensor modeling based on time-delayed cross mapping

Shi-Shun Chen, Xiao-Yang Li, Enrico Zio

Soft sensor modeling plays a crucial role in process monitoring. Causal feature selection can enhance the performance of soft sensor models in industrial applications. However, exi…