Fuzzy Logic Control for a Ball and Beam System

Authors

  • Reza Moezzi Department of Electrical Power Engineering and Mechatronics Tallinn University of Technology, Tallinn, Estonia
  • Trieu Minh Vu Department of Electrical Power Engineering and Mechatronics Tallinn University of Technology, Tallinn, Estonia
  • Mart Tamre Department of Electrical Power Engineering and Mechatronics Tallinn University of Technology, Tallinn, Estonia

DOI:

https://doi.org/10.15157/IJITIS.2018.1.1.39-48

Keywords:

Fuzzy logic, Matlab, Simulink, ball and beam system, PID, Mamdani, Sugeno

Abstract

This paper presents the design of a PID controller and two different fuzzy logic controllers of Mamdani and Sugeno to control the non-linear model of a ball rolling on a beam using Matlab and Malab Simulink. Results from simulations are analyzed to provide comprehensive understandings on the ability use of different controllers. The paper also investigates the performance ability of these controllers for tracking on different references such as step, sinusoidal and square waves. Finally, advantages and disadvantages of each control strategies are concluded.

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Published

2018-11-20

How to Cite

Moezzi, R., Minh Vu, T., & Tamre, M. (2018). Fuzzy Logic Control for a Ball and Beam System. International Journal of Innovative Technology and Interdisciplinary Sciences, 1(1), 39–48. https://doi.org/10.15157/IJITIS.2018.1.1.39-48

Issue

Vol. 1 No. 1 (2018): International Journal of Innovative Technology and Interdisciplinary Sciences

Section

Articles

License

Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.