Xiangmin Ouyang

1 Introduction In many engineering applications, product failures are often attributed to performance degradation processes. As a result, degradation data analysis has become a mainstream approach in reliability analysis. With the continuous progress of signal processing and feature extraction techniques, specialized sensors can now capture large volumes of informative data regarding product health condition [1, 2].