Cover
Vol. 5 No. 1 (2005)

Published: June 30, 2005

Pages: 70-76

Original Article

Neural Networks Based PID Controller

Turki Y. Abdalla 1
1 College of Engineering, University of Basrah
History
  • Received: March 30, 2005
  • Available Online: June 30, 2005
DOI

https://doi.org/10.33971/bjes.5.1.6

Abstract

This paper considers the neural network based PID controller. The learning and generalization properties of neural network are utilized in improving the performance of a conventional PID controller. Two different schemes are introduced. Both schemes are studied and their performances are comparatively evaluated on an example for uncertain system.

References

  1. R. C. Dorfand, R. H. Bishop, "Modem control systems", Addison-wesley, 1998.
  2. J. A. Astrom and B. W. Henmark, "Computer controlled system", Prentice-Hall, 1997.
  3. M. P. Kevin and Y. Stephen, "Fuzzy control", Addison-Wesley, 1998.
  4. Y. F. Li and C. C. Lau, "Development of fuzzy algorithms for servo system', IEEE control system magazine, Vol.9, No.3, 1983.
  5. M. Z. othman and M. J. Mohamed, "Different PID structures tuned by genetic algorithm, IJCCCE, No.1, Vol.2, 2001.
  6. J. M. Zurada, "Introduction to artificial neural systems', Jaico publishing house, 1996.
  7. R. R. Selmic and F. L. Lewis, "Neural network approximation of piece wise continuous function', In soft computing and intelligent systems N. K. Sinh, Ed, 1998.
  8. L. Fausett. "Fundamental of neural networks, Prentice-Hall Int. Inc., 1999.