交流传动神经网络自适应规划控制系统的设计与仿真

Journal of Applied Sciences ›› 2002, Vol. 20 ›› Issue (4): 360-364.

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The Design and Simulation of Neural Network Adaptive Programming Control for AC Drive System

WANG De-ming, LIU Xian-xing, WANG Li-min

School of Electrical and Information Engineering, Jiangsu University, Zhenjiang 212013, China

Received:2001-09-21 Revised:2002-01-29 Online:2002-12-31 Published:2002-12-31

Abstract

Abstract: A Hopfield neural network is used as an adaptive control of the AC drive system. The dynamic output of the speed controller is programmed through neural network, so that the speed controller has a good robustness against the variation of parameters. By adding the parameter auto tracking neural networks, a double neural network adaptive programming control model with the function of on-line parameter tracking is constructed to overcome the uncontrollable load torque. Simulation results show that this system is capable of good dynamic performance.

Key words: adaptive control, controller, neural network

CLC Number:

TM921.2

WANG De-ming, LIU Xian-xing, WANG Li-min. The Design and Simulation of Neural Network Adaptive Programming Control for AC Drive System[J]. Journal of Applied Sciences, 2002, 20(4): 360-364.

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The Design and Simulation of Neural Network Adaptive Programming Control for AC Drive System

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