It is a collection of all kinds of feature extraction and recognition algorithms. In generally, there are three stages for the data-driven remaining useful life estimation: data-preprocessing, feature extraction and pattern recognition(also some regression algorithm).

1.Data-preprocessing:Data preprocessing is an important step for signal analysis.

2.Features extraction: Features extraction