Life assessment and health monitoring of rolling element bearings: an experimental study

This study proposes a data-driven framework for predicting the remnant life of bearings, based on nonlinear dimensionality reduction and least-square support vector regression, and shows the potential of proposed methodology for predicted the remaining useful life of the bearing.