Kyo-Beum Lee and Frede Blaabjerg, “An improvement of speed control performances of a two-mass system using a universal approximator,” Electrical Engineering, vol. 89, no. 5, pp. 389–396, May 2007. -SCI > Paper

A new control scheme using a universal approximator based on a radial basis function network (RBFN) is proposed and

investigated for improving the control characteristics of the high-performance motion control system. This control method presents

better performance in the corresponding speed vibration response, compared with the inverse model-based disturbance observer.

The proposed RBFN-universal approximator keeps the self-learning capability, whereas the inverse model-based disturbance

observer with the low-pass filter should adjust the time constant of the filter according to the resonance frequency determined by

varying the system parameters. The simulation results show the validity of the proposed control scheme.