Title :
Optimal controller design for a matrix converter based surface mounted PMSM drive system
Author :
Chen, Der-Fa ; Liu, Tian-Hua
Author_Institution :
Dept. of Ind. Educ., Nat. Changhua Univ. of Educ., Taiwan
fDate :
7/1/2003 12:00:00 AM
Abstract :
This paper proposes a new control algorithm for a matrix converter permanent magnet synchronous motor (PMSM) drive system. First, a new switching strategy, which applies a backpropagation neural network to adjust a pseudo DC bus voltage, is proposed to reduce the current harmonics of the permanent magnet synchronous motor. Next, a two-degree-of-freedom controller is proposed to improve the system performance. The parameters of this controller are obtained by using a frequency-domain optimization technique. The controller design algorithm can be applied in an adjustable speed control system and a position control system to obtain good transient responses and good load disturbance rejection abilities. The controller design procedures require only algebraic computation. The implementation of this kind of controller is only possible by using a high-speed digital signal processor. In this paper, all the control loops, including current-loop, speed-loop, and position-loop, are implemented by a 32-b TMS320C40 digital signal processor. The hardware, therefore, is very simple. Several experimental results are shown to validate the theoretical analysis.
Keywords :
AC-AC power convertors; control system synthesis; digital control; digital signal processing chips; frequency-domain synthesis; machine control; machine theory; optimal control; permanent magnet motors; power engineering computing; synchronous motor drives; 32 bit; TMS320C40 DSP; adjustable speed control system; backpropagation neural network; control algorithm; current harmonics reduction; current-loop; frequency-domain optimization; high-speed digital signal processor; load disturbance rejection; matrix converter; optimal controller design; permanent magnet synchronous motor drive; position control system; position-loop; pseudo DC bus voltage; speed-loop; surface mounted PMSM drive system; switching strategy; transient responses; Backpropagation algorithms; Control systems; Digital signal processors; Magnetic switching; Matrix converters; Neural networks; Optimal control; Permanent magnet motors; Signal processing algorithms; Voltage;
Journal_Title :
Power Electronics, IEEE Transactions on
DOI :
10.1109/TPEL.2003.813766