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Design of Optimal Cost Fuzzy Controller for Spatial Double Inverted Pendulum System

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Fuzzy Engineering and Operations Research

Part of the book series: Advances in Intelligent and Soft Computing ((AINSC,volume 147))

Abstract

For a spatial double inverted pendulum system, a design method of optimal cost fuzzy controller is developed via the parallel distributed compensation( PDC) approach. Firstly, by using the Lagrange equation, the mathematical model of the spatial double inverted pendulum is derived. Then, a sufficient condition for the existence of optimal cost fuzzy controller is presented with taking into account the ratio between the lengths of two pendulums, and it is formed in terms of linear matrix inequalities. Under a certain cost function, the best ratio between the lengths of two pendulums is solved by this method.

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References

  1. Tanaka, K., Ikeda, T., Wang, H.O.: Robust stabilization of a class of uncertain nonlinear systems via fuzzy control: Quadratic stabilizability. H control theory and linear matrix inequalities. IEEE Trans. Fuzzy Syst. 4(1), 1–13 (1996)

    Article  Google Scholar 

  2. Chung, C.C., Hauser, J.: Nonlinear control of a swinging pendulum. Automatica 31(6), 851–862 (1995)

    Article  MathSciNet  MATH  Google Scholar 

  3. Xue, A.K., Guan, B.L., Shang, Q.L., Wang, J.Z.: Modeling of triple inverted pendulum and H  ∞  robust optimal guaranteed cost control. Journal of Zhejiang University (Engineering Science) 38(12), 1637–1641 (2004)

    MATH  Google Scholar 

  4. Yurkovich, S., Widjaja, M.: Fuzzy controller synthesis for an inverted pendulum system. Control Engineering Practice 4(4), 445–469 (1996)

    Article  Google Scholar 

  5. Yi, J., Yubazki, N.: Stabilization fuzzy control of inverted pendulum system. Artifical Intelligence in Engineering 14(2), 153–163 (2000)

    Article  Google Scholar 

  6. Li, H.X., Miao, Z.H., Wang, J.Y.: Variable universe adaptive fuzzy control on the quadruple inverted pendulum. Science in China (Series E) 32(1), 65–75 (2002)

    Google Scholar 

  7. Liu, G., Nesic, D., Mareels, I.: Non-local stabilization of a spherical inverted pendulum. International Journal of Control 81(7), 1035–1053 (2008)

    Article  MathSciNet  MATH  Google Scholar 

  8. Duan, X.C., Qiu, Y.Y., Duan, B.Y.: Adaptive sliding mode fuzzy control of planar inverted pendulum. Control and Design 22(7), 774–782 (2007)

    MATH  Google Scholar 

  9. Yuan, P.G., Zhang, G.Y., Qin, Z.Q., Li, Z.X.: Analysis and controller design of plane double inverted pendulum. Control Engineering of China 11(6), 517–520 (2004)

    Google Scholar 

  10. Chang, S.S.L., Peng, T.K.C.: Adaptive guaranteed cost control of systems with uncertain parameters. IEEE Trans. Automat. Contr. 17(4), 474–483 (2004)

    Article  MathSciNet  Google Scholar 

  11. Yu, L.: Optimal guaranteed cost control of linear uncertain system: an LMI approach. Control Theory and Applications 17(3), 423–428 (2000)

    MathSciNet  MATH  Google Scholar 

  12. Zheng, K., Xu, J.M., Yu, L.: Takiga-Sugeno model-based optimal guarenteed cost fuzzy control for inverted pendulum. Control Theory & Applications 21(5), 703–708 (2004)

    Google Scholar 

  13. Liu, Y.Z., Yang, H.X., Zhu, B.H.: Theoretical Mechanics. High Education Press (2001)

    Google Scholar 

  14. Marcelo, C.M., Teixeira, Stanislaw, H.Z.: Stabilizing controller design for uncertain nonlinear system using fuzzy models. IEEE Trans. on Fuzzy System 7(2), 133–142 (1999)

    Article  Google Scholar 

  15. 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)

    Article  MATH  Google Scholar 

  16. Boyd, S., Ghaoui, L.E., Feron, E., Balakrishnan, V.: Linear Matrix Inequalities in System and Control Theory. SIAM, Philadelphia (1994)

    Book  MATH  Google Scholar 

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Correspondence to Zhi-hong Miao .

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© 2012 Springer-Verlag Berlin Heidelberg

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Miao, Zh., Li, Zh., Zhang, Yl., Li, Hx. (2012). Design of Optimal Cost Fuzzy Controller for Spatial Double Inverted Pendulum System. In: Cao, BY., Xie, XJ. (eds) Fuzzy Engineering and Operations Research. Advances in Intelligent and Soft Computing, vol 147. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-28592-9_13

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  • DOI: https://doi.org/10.1007/978-3-642-28592-9_13

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-642-28591-2

  • Online ISBN: 978-3-642-28592-9

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