Fault Detection Using Nonlinear Low-Dimensional Representation of Sensor Data

Kai Shen, Anya Mcguirk, Yuwei Liao +2

Sensor data analysis plays a key role in health assessment of critical equipment. Such data are multivariate and exhibit nonlinear relationships. This paper describes how one can e…