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10.1109/AMS.2012.21guideproceedingsArticle/Chapter ViewAbstractPublication PagesConference Proceedingsacm-pubtype
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Modelling and Simulation for Optimal Control of Nonlinear Inverted Pendulum Dynamical System Using PID Controller and LQR

Published: 29 May 2012 Publication History

Abstract

This paper presents the modelling and simulation for optimal control design of nonlinear inverted pendulum-cart dynamic system using Proportional-Integral-Derivative (PID) controller and Linear Quadratic Regulator (LQR). LQR, an optimal control technique, and PID control method, both of which are generally used for control of the linear dynamical systems have been used in this paper to control the nonlinear dynamical system. The nonlinear system states are fed to LQR which is designed using linear state-space model. Inverted pendulum, a highly nonlinear unstable system is used as a benchmark for implementing the control methods. Here the control objective is to control the system such that the cart reaches at a desired position and the inverted pendulum stabilizes in upright position. The MATLAB-SIMULINK models have been developed for simulation of control schemes. The simulation results justify the comparative advantages of LQR control methods.

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  • (2018)Packet loss compensation for control systems over industrial wireless sensor networksInternational Journal of Distributed Sensor Networks10.1155/2015/2567572015(5-5)Online publication date: 23-Dec-2018
  • (2016)Performances Comparison of The Bees Algorithm and Genetic Algorithm for PID Controller TuningProceedings of the 5th International Conference on Mechatronics and Control Engineering10.1145/3036932.3036951(126-130)Online publication date: 14-Dec-2016
  • (2014)Optimal Control of Nonlinear Inverted Pendulum System Using PID Controller and LQRInternational Journal of Automation and Computing10.1007/s11633-014-0818-111:6(661-670)Online publication date: 1-Dec-2014
  1. Modelling and Simulation for Optimal Control of Nonlinear Inverted Pendulum Dynamical System Using PID Controller and LQR

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    Published In

    cover image Guide Proceedings
    AMS '12: Proceedings of the 2012 Sixth Asia Modelling Symposium
    May 2012
    237 pages
    ISBN:9780769547305

    Publisher

    IEEE Computer Society

    United States

    Publication History

    Published: 29 May 2012

    Author Tags

    1. Inverted pendulum
    2. LQR
    3. PID control
    4. nonlinear system
    5. optimal control

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    Cited By

    View all
    • (2018)Packet loss compensation for control systems over industrial wireless sensor networksInternational Journal of Distributed Sensor Networks10.1155/2015/2567572015(5-5)Online publication date: 23-Dec-2018
    • (2016)Performances Comparison of The Bees Algorithm and Genetic Algorithm for PID Controller TuningProceedings of the 5th International Conference on Mechatronics and Control Engineering10.1145/3036932.3036951(126-130)Online publication date: 14-Dec-2016
    • (2014)Optimal Control of Nonlinear Inverted Pendulum System Using PID Controller and LQRInternational Journal of Automation and Computing10.1007/s11633-014-0818-111:6(661-670)Online publication date: 1-Dec-2014

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