Multi-loop PI tuning using a multiobjective genetic algorithm

Proceedings of the IEEE International Conference on Industrial Technology

Volumn 3, Issue , 2004, Pages 1505-1510

  Dupuis, A ^a   Ghribi, M ^a   Kaddouri, A ^a  

^a UNIVERSITÉ DE MONCTON   (Canada)

Author keywords

Closed loop systems; DC motors; Multiobjective optimization; Proportional control

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; COMPUTER SIMULATION; CONVERGENCE OF NUMERICAL METHODS; DC MOTORS; DECISION MAKING; GENETIC ALGORITHMS; OPTIMIZATION; TUNING;

CLOSED LOOP SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; PROPORTIONAL CONTROL; TRANSIENT RESPONSE;

MULTI AGENT SYSTEMS;

EID: 27944456441     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. J.G. Ziegler and N.B. Nichols, "Optimum Settings for Automatic Controllers," Transactions of the American Society of Mechanical Engineers, vol. 64, no. 759, 1942.
2. K.L Chien, J.A. Hrones, and J.B. Reswick, "On the Automatic Control of Generalized Passive Systems," Transactions of the American Society of Mechanical Engineers, vol. 74, no. 175, 1952.
3. Q.H. Cohen and G.A. Coon, "Theoretical Considerations of Retarded Control," Transactions of the American Society of Mechanical Engineers, vol. 75, no. 827, 1953.
4. K.J. Åstrom, C.C. Hang, P. Persson, and W.K. Ho, "Toward Intelligent PID Control," Automatica, vol. 28, no. 1, 1992, pp. 1-9.
5. K.J. Åstrom and T. Hägglund, PID Control - Theory, Design and Tuning, Instrument Society of America, Research Triangle Park, NC, 2nd ed., ISBN: 1-5561-7516-7, 1995.
6. A.A. Ishak, "Reformulation of the Tangent Method for PID Controller Tuning," IEEE Proceeding to TENCON2000, Sep. 2000, pp. 1-5.
7. A. Visioli, "Optimal Tuning of PID Controllers for Integral and Unstable Processes," IEE Proceedings: Control Theory and Applications, vol. 148, no. 2, Mar. 2001, pp. 180-184.
8. W.S. Levine (Ed.), The Control Handbook, CRC Press, 1996, pp. 819-822.
9. K. Deb, "An Introduction to Genetic Algorithms," Sãdhanã, vol. 24, Parts 4 & 5, Aug. & Oct. 1999, pp. 293-315.
10. A.G. Dupuis, M. Ghribi, and A. Kaddouri, "Genetic Tuning of a PID Controller," Proceedings of the IASTED International Conference: Artificial Intelligence and Applications, Marbella, Spain, 2001, pp. 202-207.
11. A.G. Dupuis, M. Ghribi, and A. Kaddouri, "Computer Aided Design of Control Systems for Electric Machines Based on the Genetic Algorithm," Proceedings of Electrimacs2002: 7th International Conference on Modeling and Simulation of Electric Machines, Conveners and Systems, Montreal, Canada, 2002.
12. J.-C. Shen, "New Tuning Method for PID Controller," Proceedings of the 2001 IEEE Conference on Control Applications, Sep. 2001, pp. 459-464.
13. D.P. Kwok, and F. Sheng, "Genetic Algorithm and Simulated Annealing for Optimal Robot Arm PID Control," The 1994 IEEE Conference an Evolutionary Computation, 1994, pp. 707-713.
14. T. Ota, and S. Omatu, "Tuning of the PID Control Gains by GA," IEEE, Osaka Japan, 1996, pp. 272-274.
15. T. Kawabe, T. Tagami, and T. Katayama, "A Genetic Algorithm based Minimax Optimal Design of Robust I-PD Controller," UKACC International Conference on Control, no. 427, Sep. 1996, pp. 436-441.
16. Y. Mitsukura, T. Yamamoto, and M. Kaneda, "A Genetic Tuning Algorithm of PID Parameters," Proceedings of the IEEE Conference on Systems, Man and Cybernetics, 1997, pp.923-928.
17. C.-J. Wu, "Genetic Tuning of PID Controllers Using a Neural Network Model: A Seesaw Example," Journal of Intelligent and Robotic Systems, vol. 25, 1999, pp. 43-59.
18. K. Sundareswaran, and M. Vasu, "Genetic Tuning of PI Controller for Speed Control of DC Motor Drive," Proceedings of IEEE International Conference on Industrial technology, vol. 1, 2000, pp. 521-525.
19. K. Deb, Multi-Objective Optimization Using Evolutionary Algorithms, John Wiley & Sons, Ltd, 2001, pp. 48-55.
20. K. Deb, A. Pratap, S. Agarwal, and T. Meyarivan, "A Fast and Elitist Multiobjective Genetic Algorithm: NSGA-II," IEEE Transactions on Evolutionary Computation, vol. 6, no. 2, Apr. 2002, pp. 182-197.