High efficient crossing-order decoupling in Vold-Kalman filtering order tracking based on independent component analysis

Abstract

An approach for decoupling of crossing orders in Vold-Kalman filtering order tracking (VKF-OT) is proposed in this paper. In the approach, independent component analysis (ICA) is employed to decouple the disturbance orders by separating the raw mixed signals into independent components (ICs) before performing VKF-OT. Compared with the preconditioned conjugate gradient (PCG) decoupling for VKF-OT, it is efficient in computation and does not require the instantaneous frequency information of the disturbance signals. The evaluation of the approach is presented in detail based on simulations and an experiment on a rotor test rig. Both of them give positive supports to the presented approach. © 2010 Elsevier Ltd.