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Decentralized fuzzy-integral-sliding control for a class of TITO uncertain nonlinear systems with application to a 2-DOF helicopter model

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Języki publikacji
EN
Abstrakty
EN
In this paper, a novel fuzzy-integral-sliding controller (FISC) is designed for coupled nonlinear two-input two-output (TITO) systems. Decomposing the original system into two subsystems, the coupling effects are modelled as uncertainties. In order to ensure the robustness properties with respect to system uncertainties and external disturbances, the sliding mode technique with a proportional integral (PI) sliding surface is adopted. On the other hand, to avoid the chattering phenomenon, the Takagi-Sugeno fuzzy rules are incorporated into the control algorithm, which forms a fuzzy sliding controller. The stability analysis is also presented based on the Lyapunov stability theorem. The proposed FISC is then applied to control the elevation and azimuth angles of Humusoft CE150, as a two degree of freedom (DOF) laboratory helicopter model with highly cross-coupled dynamics. The simulation results are also presented to demonstrate the performance of the proposed control scheme.
Słowa kluczowe
Rocznik
Strony
959--969
Opis fizyczny
Bibliogr. 20 poz., rys., tab.
Twórcy
autor
  • University of Isfahan, Department of Electrical Engineering, Isfahan, Iran
  • University of Isfahan, Department of Electrical Engineering, Isfahan, Iran
Bibliografia
  • 1. Boubertakh H., Labiod S., Tadjine M., 2012, PSO to design decentralized fuzzy PI controllers application for a helicopter, Control and Automation (MED), 2012 20th Mediterranean Conference on IEEE, 633-637
  • 2. Boubertakh H., Tadjine M., Glorennec P.-Y., Labiod S., 2010, Tuning fuzzy PD and PI controllers using reinforcement learning, ISA Transactions, 49, 543-551
  • 3. Chien I.-L., Huang H.-P., Yang J.-C., 1999, A simple multiloop tuning method for PID controllers with no proportional kick, Industrial and Engineering Chemistry Research, 38, 1456-1468
  • 4. Chiu M.S., Arkun Y., 1990, Decentralized control structure selection based on integrity considerations, Industrial and Engineering Chemistry Research, 29, 369-373
  • 5. Dutka A.S., Ordys A.W., Grimble M.J., 2003, Non-linear predictive control of 2 DOF helicopter model, Decision and Control, 2003, Proceedings 42nd IEEE Conferenceon IEEE, 4, 3954-3959
  • 6. Glower J.S., Munighan J., 1997, Designing fuzzy controllers from a variable structures standpoint, Fuzzy Systems, IEEE Transactions, 5, 138-144
  • 7. Huang Y., Kuo T.,Way H., 2003, Robust vertical takeoff and landing aircraft control via integral sliding mode, IEE Proceedings-Control Theory and Applications, 150, 383-388
  • 8. Humusoft, 1989, CE150 Helicopter Model User’s Manual
  • 9. Hung J.Y., Gao W., Hung J.C., 1993, Variable structure control: a survey, IEEE Transactions on Industrial Electronics, 40, 2-22
  • 10. Ioannou P.A., Sun J., 1996. Robust Adaptive Control, Prentice-Hall
  • 11. Jevtović B.T., Matauˇsek M.R., 2010, PID controller design of TITO system based on ideal decoupler, Journal of Process Control, 20, 869-876
  • 12. Kim S.-W., Lee J.-J., 1995, Design of a fuzzy controller with fuzzy sliding surface, Fuzzy Sets and Systems, 71, 359-367
  • 13. Morbidi F., 2006/2007, Analisi della stabilit‘a robusta e controllo H1 dell’Helicopter Simulator CE, 150
  • 14. Sapiński B., 2005. Fuzzy control for MR damper in a driver’s seat suspension, Journal of Theoretical and Applied Mechanics, 43, 179-201
  • 15. Tavakoli S., Griffin I., Fleming P.J., 2006, Tuning of decentralised PI (PID) controllers for TITO processes, Control Engineering Practice, 14, 1069-1080
  • 16. Utkin V., 1977, Variable structure systems with sliding modes, Automatic Control, IEEE Transactions, 22, 212-222
  • 17. Utkin V.I., 1992, Sliding Modes in Control and Optimization, Springer-Verlag Berlin
  • 18. Velagic J., Osmic N., 2010, Design and implementation of fuzzy logic controllers for helicopter elevation and azimuth controls, Control and Fault-tolerant systems (SysTol), 2010 Conference on IEEE, 311-316
  • 19. Zhao C.-S., Zhu S.-J., He Q.-W., 2007. Fuzzy-PID control method for two-stage vibration isolation system, Journal of Theoretical and Applied Mechanics, 45, 171-177
  • 20. Zorić N., Simonović A., Mitrović Z., Stupar S., 2013. Active vibration control of smart composite beams using PSO-optimized self-tuning fuzzy logic controller, Journal of Theoretical and Applied Mechanics, 51, 275-286
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-90389906-0951-4086-bd3c-3289f22c9ae6
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