Title :
Design and implementation of Sugeno controller for inverted pendulum on a cart system
Author :
Poorhossein, Ali ; Vahidian-Kamyad, Ali
Author_Institution :
Control & Autom. Lab., Ferdowsi Univ. of Mashhad, Mashhad, Iran
Abstract :
Nowadays simple and executable controllers that can control many complex processes are more popular, remarkable and justifiable. Studying and designing such controllers for inverted pendulum system is a prominent way to prove the controllers performance. Inverted pendulum system is a classic system in most control laboratories. The system structure, totally, consists of a cart and a pendulum hinged to the moving cart via a pivot. The basic problem in an inverted pendulum system is stabilizing pendulum angle. The system equations are non-linear and non-minimum phase and thereby, the relation between the force to the cart and the angle of pendulum is not easily calculable. Also, the stabilization of cart position should be checked. In many cases the system with controller is not executable. In this paper, a simple implementable controller will be proposed for inverted pendulum on a cart system to stabilize both pendulum angle and cart position. Firstly, the force to the cart is obtained by using feedback linearization method and system dynamic. Then, it will be converted to a fuzzy controller based on Taylor series. In comparison with other controllers, it is more fluent and executable. Simulation and experimental results evaluate the controller performance.
Keywords :
angular velocity control; control system synthesis; controllers; fuzzy control; nonlinear control systems; nonlinear equations; pendulums; position control; Sugeno controller; Taylor series; cart system; controller design; feedback linearization method; fuzzy controller; inverted pendulum; nonlinear equation; nonminimum phase; pendulum angle stabilization; Control systems; DC motors; Equations; Force; Mathematical model; Power capacitors; Uncertainty; Feedback linearization method; Fuzzy Sugeno controller; Inverted Pendulum on a Cart system;
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4244-7394-6
DOI :
10.1109/SISY.2010.5647201