Abstract
For the problem of control a planar inverted pendulum system (PIP) with non-uniform density pendulum, a design method of optimal guaranteed cost fuzzy control is developed via the parallel distributed compensation( PDC) approach. Firstly, by using the Lagrange equation, the mathematical model of the planar inverted pendulum is derived. Then, a sufficient condition for the existence of guaranteed cost fuzzy controller is presented with taking into account a given quadratic performance index, and a deviation amplitude of the center-of-mass of the rod. Finally, simulation results show the effectiveness of the proposed design method.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Chung, C.C., Hauser, J.: Nonlinear control of a swinging pendulum. Automatica 31(6), 851–862 (1995)
Yurkovich, S., Widjaja, M.: Fuzzy controller synthesis for an inverted pendulum system. Control Engineering Practice 4(4), 445–469 (1996)
Yi, J., Yubazki, N.: Stabilization fuzzy control of inverted pendulum system. Artifical Intelligence in Engineering 14(2), 153–163 (2000)
Hongxing, L., Zhihong, M., Jiayin, W.: Variable universe adaptive fuzzy control on the quadruple inverted pendulum. Science in China (Series E) 32(1), 65–75 (2002)
Liu, G.Y., Challa, S., Yu, L.: Revisit controlled Lagrangians for spherical inverted pendulum. International Journal of Mathematics and Computers in Simulation 1(2), 209–214 (2007)
Liu, G., Nesic, D., Mareels, I.: Non-local stabilization of a spherical inverted pendulum. International Journal of Control 81(7), 1035–1053 (2008)
Duan, X., Qiu, Y., Duan, B.: Adaptive sliding mode fuzzy control of planar inverted pendulum. Control And Design 22(7), 774–782 (2007)
Pingao, Y., Guangyu, Z., Zhiqiang, Q., Zexiang, L.: Analysis and controller design of plane double inverted pendulum. Control Engineering of China 11(6), 517–520 (2004)
Li, Y.: Optimal guaranteed cost control of linear uncertain system: an LMI approach. Control Theory and Applications 17(3), 423–428 (2000)
Li, Y., Hao, F.: Guaranteed cost control of discrete-time uncertain time-delay systems. Acta Automatic Sinica 27(3), 392–396 (2001)
Guan, X.P., Chen, C.L.: Delay-dependent guaranteed cost control for T-S Fuzzy systems with time delays. IEEE, Trans. Fuzzy Systems 12(2), 236–249 (2004)
Ke, Z., Jianming, X., Li, Y.: Takiga-Sugeno model-based optimal guarenteed cost fuzzy control for inverted pendulum. Control Theory & Applications 21(5), 703–708 (2004)
Anke, X., Bolin, G., Qunli, S., Jianzhong, W.: Modeling of triple inverted pendulum and H ∞ robust optimal guaranteed cost control. Journal of Zhejiang University (Engineering Science) 38(12), 1637–1641 (2004)
Wang, H.O., Tanaka, K., Griffin, M.: An analytical framework of fuzzy modeling and design issues. In: Proc. American Control Conference, Seattle, Washington, pp. 2272–2276 (1995)
Yanzhu, L., Haixing, Y., Benhua, Z.: Theoretical Mechanics. High Education Press (2001)
Teixeira, M.C.M., Zak, S.H.: Stabilizing controller design for uncertain nonlinear system using fuzzy models. IEEE Trans. on Fuzzy System 7(2), 133–142 (1999)
Xie, L.: Output feedback H ∞ control of systems with parameter uncertainty. International Journal of Control 63, 741–750 (1996)
Boyd, S., Ghaoui, L.E., Feron, E., Balakrishnan, V.: Linear Matrix Inequalities in System and Control Theory. SIAM, Philadelphia (1994)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Zhihong, M., Jiayin, W., Zhihui, L. (2010). Design of Fuzzy Control System with Optimal Guaranteed Cost for Planar Inverted Pendulum. In: Cao, By., Wang, Gj., Guo, Sz., Chen, Sl. (eds) Fuzzy Information and Engineering 2010. Advances in Intelligent and Soft Computing, vol 78. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14880-4_19
Download citation
DOI: https://doi.org/10.1007/978-3-642-14880-4_19
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-14879-8
Online ISBN: 978-3-642-14880-4
eBook Packages: EngineeringEngineering (R0)