GENETIC ALGORITHM APPLIED TO CONTROL OF DC MOTOR WITH DISTURBANCE REJECTION BY FEEDFORWARD ACTION

被引:3
作者
Guimaraes, Adller de O. [1 ]
da Silva, Jose P. [1 ,2 ]
Dantas, Emmanuel R. M. [1 ]
机构
[1] Univ Fed Rio Grande do Norte, Dept Elect Engn, BR-59072970 Natal, RN, Brazil
[2] Fed Rural Univ Semiarid, Postgrad Program Commun Syst & Automat, Mossoro, RN, Brazil
关键词
Computational intelligence; genetic algorithm; DC motor; PID controller;
D O I
10.2316/Journal.201.2015.1.201-2599
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The versatility of direct current (DC) machines combined with the relative simplicity of their drive systems ensures its continued use in a wide variety of applications in industrial electrical systems, more specifically in applications that require a wide range of speed and position control of the rotor. This research proposes a new method for tuning proportional-integral-derivative controllers with disturbance rejection using genetic algorithm (GA). The proportional, integral and derivative gains, designed to control the rotor position of DC motor, were optimised using GA in conjunction with Ziegler-Nichols tuning method, and the disturbances rejection obtained from the implementation of feedforward control in the algorithm. Preliminary results showed that the proposed GA provided a satisfactory response, both in transitional regime as at steady state, and also a good performance in disturbance rejection. To validate this technique, the results obtained were compared with other methods on literature.
引用
收藏
页码:42 / 49
页数:8
相关论文
共 13 条
  • [1] Adhikari N.P., 2012, J ELECT ELECT COMPUT, V1, P34
  • [2] [Anonymous], 2006, MAQUINAS ELETRICAS C
  • [3] Benmakhlouf A., 2010, Control and Intelligent Systems, V38, P173, DOI 10.2316/Journal.201.2010.3.201-2214
  • [4] Bindu R., 2012, INT J EMERG TECHNOL, V2, P310
  • [5] Goldberg D., 1989, GENETIC ALGORITHMS S
  • [6] Holland J.H., 1992, Q REV BIOL
  • [7] Li X., 2012, MATH PROBL ENG, V2012, P1, DOI DOI 10.1038/NC0MMS1648
  • [8] LINDEN Ricardo, 2008, ALGORITMOS GENETICOS
  • [9] MAYA P. A., 2011, CONTROLE ESSENCIAL
  • [10] Ogata K., 1997, MODERN CONTROL ENG