Non linear backstepping control using genetic algorithm of induction motorwithout speed encoder

S. Chaouch, L. Abdou, L. Chrifi Alaoui
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Abstract

This paper deals with non linear backstepping control of induction motor drive without encoder. Non linear backstepping control principle is explained using system equation established in stationary reference frame. This control is based on Lyapunov theory to guarantee the convergence of the speed and flux tracking errors, and is optimized by genetic algorithm. This last model needs to obtain accurate information about the rotor flux and rotor speed, which are estimated by model reference adaptive system (MRAS) technique. The aim advantage of this scheme is that the machine control becomes more stable with an improvement of low speed performances where the torques capabilities are sufficiently developed. The simulation results show the improved drive characteristics and performances.
无速度编码器感应电机非线性反步控制的遗传算法
研究了无编码器感应电机驱动的非线性反步控制问题。利用在静止参照系下建立的系统方程解释了非线性反步控制原理。该控制基于李雅普诺夫理论,保证了速度和通量跟踪误差的收敛性,并采用遗传算法进行优化。最后一个模型需要获得转子磁链和转子转速的准确信息,这些信息由模型参考自适应系统(MRAS)技术估计。该方案的主要优点是,随着低速性能的改善,机器控制变得更加稳定,其中扭矩能力得到充分开发。仿真结果表明了改进后的驱动特性和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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