Simulation of the Performance of Novel Nonlinear Optimal Control Technique on Two Cart-inverted Pendulum System
Commenced in January 2007
Frequency: Monthly
Edition: International
Paper Count: 32804
Simulation of the Performance of Novel Nonlinear Optimal Control Technique on Two Cart-inverted Pendulum System

Authors: B. Baigzadeh, V.Nazarzehi, H.Khaloozadeh

Abstract:

The two cart inverted pendulum system is a good bench mark for testing the performance of system dynamics and control engineering principles. Devasia introduced this system to study the asymptotic tracking problem for nonlinear systems. In this paper the problem of asymptotic tracking of the two-cart with an inverted-pendulum system to a sinusoidal reference inputs via introducing a novel method for solving finite-horizon nonlinear optimal control problems is presented. In this method, an iterative method applied to state dependent Riccati equation (SDRE) to obtain a reliable algorithm. The superiority of this technique has been shown by simulation and comparison with the nonlinear approach.

Keywords: Nonlinear optimal control, State dependent Riccatiequation, Asymptotic tracking, inverted pendulum

Digital Object Identifier (DOI): doi.org/10.5281/zenodo.1071542

Procedia APA BibTeX Chicago EndNote Harvard JSON MLA RIS XML ISO 690 PDF Downloads 1543

References:


[1] J. Huang, "On the Solvability of the Regulator Equations for a Class of Nonlinear Systems", IEEE Transactions on Automatic Control, 48, 880- 885, 2003.
[2] J. Huang, "Asymptotic Tracking of a Non-minimum Phase Nonlinear System with Nonhyperbolic Zero Dynamics", IEEE Transactions on Automatic Control, Vol. 45, March 2000.
[3] S. Devasia, "Stable Inversion for Nonlinear Systems with Nonhyperbolic Internal Dynamics", Proceedings of the 36th IEEE , Decision and Control, pp: 2882 - 2888 vol.3, Dec 1997.
[4] S. Devasia, "Approximated Stable Inversion for Nonlinear Systems with Non-hyperbolic Internal Dynamics", IEEE Transactions on Automatic Control, Vol. 44, July 1999.
[5] B.Rehak ,S.Celikovski, "Numerical method for the solution of the regulator equation with application to nonlinear tracking" Automatica,44,1358-1365,2008.
[6] J. Vlassenbroeck, R. V. Dooren "A Chebyshev Technique for Solving Nonlinear Optimal Control Problems," IEEE Transaction on Automatic Control, Vol. 33, No. 4, Apr. 1988.
[7] H.M. Jaddu, "Numerical Methods for Solving Optimal Control Problems using Chebyshev Polynomials," PHD Thesis, The Japan Advance Institute of Science and Technology, 1998.
[8] M.Fan, G Tang , "Approximate optimal tracking control for a class of nonlinear systems, " IEEE International Conference on Control and Decision, PP: 946-950, July 2008.
[9] C.F. Chen, C.H. Hsiao, "Design of Piecewise Constant Gains for Optimal Control via Walsh Functions," IEEE Transaction Automatic Control, pp: 596-603, 1975.
[10] G.-Y. Tang and H.-H. Wang, "Successive approximation approach of optimal control for nonlinear discrete-time systems," International Journal of Systems Science, vol. 36, no. 3, pp. 153-161, February, 2005.
[11] G.-Y. Tang, "Suboptimal control for nonlinear systems: a successive approximation approach," Systems and Control Letters, vol. 54, no. 5, pp.429-434, May, 2005.
[12] V.M. Guibout, "The Hamilton-Jacobi Theory for Solving Two-Point Boundary Value Problems: Theory and Numeric with Application to Spacecraft Formation Flight, Optimal control and the study of phase space structure," PHD Thesis, The University of Michigan, 2004.
[13] H. Khaloozadeh, A. Abdollahi, "An Iterative Procedure for Optimal Nonlinear Tracking Problems," 7th ICARV 2002, Singapore, Dec 2002.
[14] H. Khaloozadeh, A. Abdollahi, "A New Iterative Procedure for Optimal Nonlinear Regulation Problems, " 3rd SICPRO, Moscow, January 2004.
[15] T. Cimen, S. P. Banks, "Nonlinear optimal tracking control with application to super-tankers for autopilot design,"Automatica, vol. 40, no. 11, pp. 1845-1863, Nov. 2004.
[16] F.L.Lewis, V.L.Syrmos, "Optimal Control", Wiley Interscience, 1995.