Universiti Teknologi Malaysia Institutional Repository

Application of intelligent controller in a ball and beam control system

Rahmat, Mohd. Fuaad and Wahid, Herman and Abdul Wahab, Norhaliza (2010) Application of intelligent controller in a ball and beam control system. International Journal On Smart Sensing And Intelligent Systems, 3 (1). pp. 45-60. ISSN 1178-5608

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Official URL: http://www.s2is.org/Issues/v3/n1/

Abstract

Ball and beam system is one of a nonlinear and unstable control system, thus providing a challenge to the control engineers and researchers. There are a number of controllers which have been studied for years that can be used to stabilize the ball and beam system. This paper investigates the performance of few different control approaches that consist of conventional controller, modern controller and intelligent controller for a ball and beam system. It will involve the derivation of the mathematical modeling that includes the linearization of the model in order to be used with the linear controllers. The works followed with designing those controllers and simulating it in MATLAB. Each controller performance will be analyzed and compared which is based on common criteria’s of the step response. An appropriate graphic user interface (GUI) has been developed to view the animation of the ball and beam system.

Item Type:Article
Uncontrolled Keywords:ball beam, modeling, PID controller, LQR controller, neural network controller
Subjects:T Technology > TK Electrical engineering. Electronics Nuclear engineering
Divisions:Electrical Engineering
ID Code:25812
Deposited By: Liza Porijo
Deposited On:14 Jun 2012 03:40
Last Modified:25 Jun 2012 08:09

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