Neural Fuzzy Control of Ball and Beam System
@article{Kharola2017NeuralFC, title={Neural Fuzzy Control of Ball and Beam System}, author={Ashwani Kharola and Pravin P. Patil}, journal={Int. J. Energy Optim. Eng.}, year={2017}, volume={6}, pages={64-78} }
This paper presents an offline control of ball and beam system using fuzzy logic. The objective is to control ball position and beam orientation using fuzzy controllers. A Matlab/Simulink model of the proposed system has been designed using Newton's equations of motion. The fuzzy controllers were built using seven gbell membership functions. The performance of proposed controllers was compared in terms of settling time, steady state error and overshoot. The simulation results are shown with the…
References
SHOWING 1-10 OF 22 REFERENCES
Fuzzy Logic Control of a Ball on Sphere System
- Computer ScienceAdv. Fuzzy Syst.
- 2014
In this work, Sugeno method is investigated as a fuzzy controller method, so it works in a good state with optimization and adaptive techniques, which makes it very attractive in control problems, particularly for such nonlinear dynamic systems.
Application of Intelligent Controller in a Ball and Beam Control System
- Engineering
- 2010
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…
Fuzzy sliding-mode control for ball and beam system with fuzzy ant colony optimization
- Computer Science, EngineeringExpert Syst. Appl.
- 2012
On the sliding mode control of a Ball on a Beam system
- Engineering
- 2009
This paper investigates the sliding mode control of the Ball on a Beam system. A static and a dynamic sliding-mode controllers are designed using a simplified model of the system; the simplified…
Modeling and Control of Ball and Beam System using Model Based and Non-Model Based Control Approaches
- Engineering
- 2012
Abstract The ball and beam system is a laboratory equipment with high nonlinearity in its dynamics. The aims of this research are to model the ball and beam system considering nonlinear factors and…
The design of a fuzzy cascade controller for ball and beam system: A study in optimization with the use of parallel genetic algorithms
- EngineeringEng. Appl. Artif. Intell.
- 2009
Takagi-Sugeno Fuzzy System based Stable Direct Adaptive Control of Nonlinear Systems
- Computer Science
- 2013
A novel idea for stable direct adaptive control of nonlinear systems using Lyapunov function with fuzzy approach is proposed, which consists of an ideal control, and a sliding mode control.
Synchronization of ball and beam systems with neural compensation
- Physics
- 2010
This paper first uses PD control with nonlinear exact compensation for the cross-coupling synchronization, then a RBF neural network is applied to approximate the nonlinear compensator.
Robust Control of Underactuated Systems: Higher Order Integral Sliding Mode Approach
- Engineering, Mathematics
- 2016
This paper presents a robust control design for the class of underactuated uncertain nonlinear systems. Either the nonlinear model of the underactuated systems is transformed into an input output…
Visual Servo Control for Balancing a Ball-Plate System
- Engineering
- 2016
This paper presents a skillful robotic wrist system using a visual servo control technique to demonstrate dexterity of the mechanical wrist from the viewpoint of the table tennis. A ball and plate…