Filter Design for SHM Feature Engineering

Hello,

My research involves feature engineering signals. I am wondering if anyone can point me in the right direction for using/designing filters to generate features for classification and regression analyses of signals. I found a good source video about using the peaks of filters. However, it is a shot in the dark for me to develop the right filter. Let me know if anyone can point me in the right direction.

Luke