Abstract: In this paper, a fault detection and diagnosis method based on the Unscented Kalman Filter (UKF) - Cubic Spline Interpolation (CSI) - Extreme learning machine (ELM) algorithm is proposed for ...

Abstract: We describe the use of splines for solving nonlinear model estimation problems, in which nonlinear functions with unknown shapes and values are involved, by converting the nonlinear ...