Swarm optimization tuned fuzzy sliding mode control design for a class of nonlinear systems in presence of uncertainties

Journal of Intelligent and Fuzzy Systems

Volumn 24, Issue 2, 2013, Pages 383-394

  Khooban, Mohammad Hassan ^a   Soltanpour, Mohammad Reza ^b  

^a ISLAMIC AZAD UNIVERSITY   (Iran)

^b SHAHID SATTARI AERONAUTICAL UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Iran)

Author keywords

fuzzy; Nonlinear system; optimal; sliding mode control; uncertainties

Indexed keywords

CHATTERING PHENOMENON; CONTROL METHODS; FUZZY; FUZZY CONTROLLERS; FUZZY SLIDING MODE CONTROL; FUZZY SLIDING MODE CONTROLLER; GLOBALLY ASYMPTOTIC STABILITY; INERTIA WEIGHT; INVERTED PENDULUM SYSTEM; OPTIMAL; SWARM OPTIMIZATION; UNCERTAINTIES; UNSTRUCTURED UNCERTAINTY;

ARTIFICIAL INTELLIGENCE; ASYMPTOTIC STABILITY; FEEDBACK LINEARIZATION; FUZZY SYSTEMS; HEURISTIC ALGORITHMS; IMAGE PROCESSING; LYAPUNOV METHODS; NONLINEAR SYSTEMS; PARTICLE SWARM OPTIMIZATION (PSO); PENDULUMS;

SLIDING MODE CONTROL;

EID: 84873608218     PISSN: 10641246     EISSN: 18758967     Source Type: Journal    
DOI: 10.3233/IFS-2012-0569     Document Type: Article

References (42)

1. F. Barrero, et al., Speed control of induction motors using a novel fuzzy sliding mode structure. IEEE Transactions on Fuzzy Systems 10 (2002), 375-383.
2. G. Bartolini, An improved chattering free VSC scheme for uncertain dynamical systems, IEEE Trans Automat Contr 41(7) (1996), 1220-1226.
3. G. Bartolini, A. Ferrara and E. Usai, Chattering avoidance by second order sliding mode control, IEEE Trans Automat Contr 43(2) (1998), 241-246.
4. G. Bartolini and P. Pydynowski, Asymptotic linearization of uncertain nonlinear systems by means of continuous control, Int J Robust Nonlinear Contr 3(6) (1993), 87-103.
5. F.V. Bergh and A.P. Engelbrecht, A study of particle swarm optimization particle trajectories, Inf Sci 176 (2006), 937-971.
6. J.-Y. Chen andY.-H. Lin,Aself-tuning fuzzy controller design, in: Proceeding of IEEE International Conference on Neural Networks 3 (1995), 1358-1362.
7. C.-C. Chiang and C.-C. Hu, Adaptive fuzzy controller for nonlinear uncertain systems, in: Proceedings of the Second International Conference on Intelligent Processing and Manufac-turing of Materials 2 (1999), 1131-1136.
8. R.A. Decarlo, Variable structure system with sliding modes, IEEE Trans Automat Control 22(4) (1977), 212-222.
9. R.C. Eberhart and Y.H. Shi, Tracking and optimizing dynamic systems with particle swarms, in: Proc IEEE Congress Evolutionary Computation, Seoul, Korea (2001), 94-97.
10. M.M. Fateh and M.R. Soltanpour, Robust task-space control of robot manipulators under imperfect transformation of control space, Journal of Innovative Computing, Information and Control 5(12) (2009), 3949-3960.
11. Q. Gao, G. Feng, Y. Wang and J. Qiu, Universal fuzzy controllers based on generalized T-S fuzzy mod, Fuzzy Sets and Systems 201 (2012), 55-70.
12. Q. Gao, X.J. Zeng, G. Feng, Y. Wang and J. Qiu, T-S-fuzzymodel-based approximation and controller design for general nonlinear systems, IEEE Transactions, Systems, Man, and Cybernetics, Part B: Cybernetics 42(4) (2012), 1143-1154.
13. W. Gao and J.C. Hung, Variable structure control of nonlinear system, IEEE Trans Ind Electron 40(3) (1993), 45-55.
14. C. Hsu and A.-M. Heidar, Fuzzy variable structure control for mimo systems, in: Fuzzy Systems Proceedings, IEEE World Congress on Computational Intelligence 1 (1998), pp. 280-285.
15. J. Kennedy and R.C. Eberhart, The particle swarm: social adaptation in informal-processing systems: New ideas in optimization. Maidenhead: McGraw-Hill, UK, 1999, pp. 379-387.
16. C.-G. Lhee, et al., Sliding-like fuzzy logic control with selftuning the dead zone parameters, in: Proceedings of IEEE International Fuzzy Systems Conference 1 (1999), 544-549.
17. C.-G. Lhee, et al., Sliding-like fuzzy logic control with selftuning the dead zone parameters. IEEE Transaction on Fuzzy Systems 9 (2001), 343-348.
18. S.-Y. Li and Y.-G. Xi, Adaptive fuzzy sliding mode control for a class of uncertain dynamic systems, in: Proceedings of the 3rd World Congerss on Ingelligent Control and Automation 2 (2000), 1849-1853.
19. H.-R. Lin and W.-J. Wang, Fuzzy control design for the pre-specified tracking with sliding mode, in: Fuzzy Systems Proceedings, 1998 IEEE World Congress on Computational Intelligence 1 (1998), 292-295.
20. W.-S. Lin and C.-S. Chen, Sliding-mode-based direct adaptive fuzzy controller design for a class of uncertain multivariable nonlinear systems, in: Proceedings of the American Control Conference 3 (2002), 2955-2960.
21. R. Palm, Sliding mode fuzzy control, in: Proceedings of IEEE International Conference on Fuzzy Systems 1 (1992), 519-526.
22. J. Qiu, G. Feng and H. Gao, Fuzzy-model-based piecewiseH∞ static-output-feedback controller design for networked nonlinear systems, IEEE Transactions on Fuzzy Systems 18(5) (2010), 919-934.
23. J. Qiu, G. Feng and J. Yang, A new design of delay-dependent robust H∞ filtering for discrete-time T-S fuzzy systems with time-varying delay, IEEE Transactions on Fuzzy Systems 17(5) (2009), 1044-1058.
24. S.-H. Ryu and J.-H. Park, Auto-tuning of sliding mode control parameters using fuzzy logic, in: Proceedings of the American Control Conference 1 (2001), 618-623.
25. S.E. Shafiei and M.R. Soltanpour, Robust Neural Network Control of Electrically Driven Robot Manipulator using Backstepping Approach, International Journal of Advanced Robotic Systems 6(4) (2009), 285-292.
26. S.E. Shafiei and M.R. Soltanpour, Neural network slidingmodel-PID controller design for electrically driven robot manipulators, International Journal of Innovative Computing, Information and Control 5(12) (2011), 3949-3960.
27. Y. Shi and R. Eberhart, AModified Particle Swarm Optimizer, in: Proc of the IEEE Conf On Evolutionary Computation, Singapore (1998), 69-73.
28. J.J. Slotine andW. Li, Applied Nonlinear Control. Englewood Cliffs, NJ: Prentice-Hall, 1991, chapter 1.
29. M.R. Soltanpour and M.M. Fateh, Sliding mode robust control of robot manipulators in the task space by suupport of feedback linearization and backstepping control, World Applied Sciences Journal 6(1) (2009), 70-76.
30. M.R. Soltanpour, J. Khalilpour and M. Soltani, Robust nonlinear control of robot manipulator with uncertainties in kinematics, dynamics and actuator models, International Journal of Innovative Computing, Information and Control 8(6) (2012), 5487-5498.
31. M.R. Soltanpour and S.E. Shafiei, Robust backstepping control of robot manipulator in task space with uncertainties in kinematics and dynamics, Electronics and Electrical Engineering Journal, Automation and Robotics 96(8) (2009), 75-80.
32. M.R. Soltanpour, S.E. Shafiei, Design and stability analysis of a robust impedance control system for a robot manipulator, Studies in Informatics and Control 17(1) (2010), 34-40.
33. M.R. Soltanpour and M. Siahi, Robust control of robot manipulator in task space, Accepted for publication in the International Journal of Applied and Computational Mathematics 8(2), 2009.
34. T. Takagi and M. Sugeno, Fuzzy identification of systems and its applications to modeling and control, IEEE Trans Syst, Man, Cybern 15 (1985), 116-132.
35. K. Tanaka and M. Sugeno, Stability analysis and design of fuzzy control systems, Fuzzy Sets Syst 45(2) (1992), 135-156.
36. H. Temeltas, A fuzzy adaptation technique for sliding mode controllers, in: Proceedings of IEEE International Symposium on Industrial Electronics 1 (1998), 110-115.
37. K.-Y. Tu, T.-T. Lee and W.-J.Wang, Design of a multi-layer fuzzy logic controller for multi-input multi-output systems, Fuzzy sets and systems 111 (2000), 199-214.
38. V.I. Utkin, Sliding modes and their application to variable structure systems. Moscow: MIR, 1978, chapter 1.
39. R.-J. Wai, C.-M. Lin and C.-F. Hsu, Self-organizing fuzzy control for motor-toggle servomechanism via sliding mode technique, Fuzzy sets and systems 131 (2002), 235-249.
40. L.-K.Wong, et al.,Afuzzy sliding controller for nonlinear systems. IEEE Transactions on Industrial Electronics 48 (2001), 32-37.
41. L. Zhang, H. Yu and S. Hu, A New Approach to Improve Particle Swarm Optimization, in: Proc of the international conference on Genetic and evolutionary computation (2003), 134-139.
42. X.-Y. Zhang, H.-Y. Su and J. Chu, Adaptive sliding modelike fuzzy logic control for high-order nonlinear systems, in: Proceedings of the 2003 IEEE International Symposium on Intelligent Control 1 (2003), 788-792.