Title :
Modelling and Simulation for Optimal Control of Nonlinear Inverted Pendulum Dynamical System Using PID Controller and LQR
Author :
Prasad, Lal Bahadur ; Tyagi, Barjeev ; Gupta, Hari Om
Author_Institution :
Dept. of Electr. Eng., Indian Inst. of Technol. Roorkee, Roorkee, India
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.
Keywords :
control system synthesis; linear quadratic control; modelling; nonlinear control systems; nonlinear dynamical systems; optimal control; pendulums; simulation; stability; state-space methods; three-term control; LQR control methods; MATLAB-SIMULINK models; PID control method; PID controller; linear quadratic regulator; linear state-space model; nonlinear inverted pendulum dynamical system; nonlinear inverted pendulum-cart dynamic system; nonlinear unstable system; optimal control design modelling; optimal control design simulation; optimal control technique; proportional-integral-derivative controller; Equations; Force; Mathematical model; Nonlinear dynamical systems; Optimal control; PD control; Inverted pendulum; LQR; PID control; nonlinear system; optimal control;
Conference_Titel :
Modelling Symposium (AMS), 2012 Sixth Asia
Conference_Location :
Bali
Print_ISBN :
978-1-4673-1957-7
DOI :
10.1109/AMS.2012.21