Implementation of Genetic Algorithm in Control Structure of Induction Motor A.C. Drive

Advances in Electrical and Computer Engineering

BRANDSTETTER, P. ; DOBROVSKY, M. ; KUCHAR, M..

关键词: Artificial intelligence;    genetic algorithms;    induction motor;    variable speed drive;    vector control;   

DOI  :  10.4316/AECE.2014.04003

学科分类：计算机科学（综合）

来源: Universitatea "Stefan cel Mare" din Suceava

【 摘 要 】

Modern concepts of control systems with digital signal processors allow the implementation of time-consuming control algorithms in real-time, for example soft computing methods. The paper deals with the design and technical implementation of a genetic algorithm for setting proportional and integral gain of the speed controller of the A.C. drive with the vector-controlled induction motor. Important simulations and experimental measurements have been realized that confirm the correctness of the proposed speed controller tuned by the genetic algorithm and the quality speed response of the A.C. drive with changing parameters and disturbance variables, such as changes in load torque.

【 授权许可】

Unknown