Adaptation of PID controller using AI technique for speed control of isolated steam turbine

Proceedings of the 2012 Japan-Egypt Conference on Electronics, Communications and Computers, JEC-ECC 2012

Volumn , Issue , 2012, Pages 85-90

  Ismail, Mohamed M ^a  

^a HELWAN UNIVERSITY   (Egypt)

Author keywords

ANFIS; Fuzzy logic control; GA; PID controller; PSO; Self tuning controller; steam turbine

Indexed keywords

ANFIS; FUZZY LOGIC CONTROL; PID CONTROLLERS; PSO; SELF-TUNING CONTROLLERS;

ELECTRIC CONTROL EQUIPMENT; FUZZY CONTROL; GALLIUM; HYDRAULIC MOTORS; SPEED CONTROL; STEAM TURBINES;

THREE TERM CONTROL SYSTEMS;

EID: 84860793461     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/JEC-ECC.2012.6186962     Document Type: Conference Paper

References (22)

1. Astrom, K., T. Hagglund: PID Controllers; Theory, Design and Tuning, Instrument Society of America, Research Triangle Park, 1995.
2. M. A. El-Geliel: Supervisory Fuzzy Logic Controller used for Process Loop Control in DCS System, CCA03 Conference, Istanbul, Turkey, June 23/25, 2003.
3. Kal Johan Astroum and Bjorn Wittenmark: Adaptive control, Addison- Wesley, 1995
4. saifudin bin mohamed ibrahim, "the pid controller design using genetic algorithm ", University of Southern Queensland Research Project, October, 2005
5. J. M. Mendel: Fuzzy Logic Systems for Engineering: A tutorial, Proc. IEEE, vol. 83, pp. 345-377, 1995.
6. L. X. Wang: Adaptive Fuzzy System & Control design & Stability Analysis, Prentice-Hall, 1994.
7. H.X.Li and S.K.Tso, "Quantitative design and analysis of Fuzzy Proportional-Integral-Derivative Control- a Step Towards Autotuning", International journal of system science, Vol.31, No.5, 2000, pp.545-553. (Pubitemid 35394792)
8. Thana Pattaradej, Guanrong Chen and Pitikhate Sooraksa, "Design and Implementation of Fuzzy P2ID Control of a bicycle robot", Integrated computer-aided engineering, Vol.9, No.4,2002.
9. Weiming Tang, Guanrong Chen and Rongde Lu,"A Modified Fuzzy PI Controller for a Flexible-jonit Robot Arm With Uncertainties", Fuzzy Setd and System, 118 (2001) 109-119.
10. Leronid Reznik, Omar Ghanayem, anna bourmistrov, "PID Pulse Fuzzy Controller Structures as a Design for Industrial Application", Engineering application of artificial intelligence, Vol.13,No.4,2002,pp.419-430.
11. Keven M.Passino and Stephen Yurkovich, "Fuzzy Control", Addison Wesley longnan, Inc., 1998.
12. G.R.Chen and T.T.Pham, "Introduction to fuzzy sets, fuzzy logic, fuzzy control system", CRC.Press,Boac Raton,FL,USA,2000.
13. Michall Petrov, Ivan Ganchev and Ivan dragotinov, "Design Aspects of Fuzzy PID Control", International conference on soft computing, Mendel "99", Brno,czech republic, 9-12, jun.1999, pp.277-282.
14. Johan Andersson "Applications of a Multi-objective Genetic Algorithm to Engineering Design Problems", Springer Berlin,ISBN 0302-9743
15. Colin R. Reeves, Jonathan E. Rowe, "Genetic algorithm Principles and perspective, A Guide to GA theory", Kluwer Academic PublishersISBN 1-4020-7240-6, 2002
16. R. Bandyobadhyay, U.K. Chakraborty, "Autotuning a PID Controller : A Fuzzy-Genetic approach ", Journal of System Architecture 47 (2001) 663-673 (Pubitemid 32768288)
17. Goldberg, David E. .Genetic Algorithms in Search, Optimization and Machine Learning.Addison-Wesley Pub. Co. 1989.
18. Q.Wang, P.Spronck & Figure 10 Genetic Algorithm Process Flow chart ering Problems,. Proceedings of the Second Conference on Machine Learning and Cybernetics, 2003.
19. M.O. Tokhi and M.S. Alam " Particle Swarm Optimization Algorithms and Their Application to Controller Design for Flexible Structure system".
20. Nadia Nedjah," Swarm Intelligent Systems", Studies in Computational Intelligence, Springer, vol 26
21. K.E. Parsopoulos and M.N. Vrahatis. Recent approaches to global optimization problems through particle swarm optimization. Natural Computing 1: 235-306, 2002.
22. JI Zhen ,WANGYiwei ,CHUYing and WUQinghua "Bacterial Particle Swarm Optimization "Chinese Journal of Electronics Vol.18, No.2, Apr. 2009