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     Research Journal of Applied Sciences, Engineering and Technology


Simulation of a Ball on a Beam Model Using a Fuzzy-dynamic and a Fuzzy-static Sliding-mode Controller

Muawia A. Magzoub, Nordin B. Saad and Rosdiazli B. Ibrahim
Department of Electrical and Electronic Engineering, Universiti Teknologi PETRONAS, Bandar Sri Iskandar, 31750 Tronoh, Perak, Malaysia
Research Journal of Applied Sciences, Engineering and Technology  2014  2:288-295
http://dx.doi.org/10.19026/rjaset.8.972  |  © The Author(s) 2014
Received: May ‎04, ‎2014  |  Accepted: May ‎25, ‎2014  |  Published: July 10, 2014

Abstract

This study presents the design of a Fuzzy Static (FS) and a Fuzzy Dynamic (FD) Sliding-Mode Controllers (SMC) for both basic and complete ball on beam system. At first, the FSSMC was designed for the simplified and the complete models. Then, the FDSMC was designed on the simplified and the comprehensive models of the system in which the ball is placed on a beam as well. In addition, the lyapunov stability and linearization were used to check the stability of the system. There is an in-built issue of chattering with (FSSMC). However, (FDSMC) counter it well. Also, FDSMC is effective with respect to matched disturbance rejection. It has been found out from this research study that the designs of the models which utilize a FDSMC with a comprehensive model of the system were more efficient than the designs that utilize the basic system’s prototype. Lastly, a comprehensive comparative analysis is provided and MATLAB/SIMULINK outcomes confirm the dominance of FDSMC.

Keywords:

Fuzzy-dynamic , fuzzy-static , Sliding Mode Control (SMC), under triggered system of a ball on a beam,


References

  1. Almutairi, N.B. and M. Zribi, 2010. On the sliding mode control of a ball on a beam system. Nonlinear Dynam., 59(1-2): 221-238.
    CrossRef    
  2. Chang, Y.H., C.W. Chang, C.W. Tao, H.W. Lin and J.S. Taur, 2012. Fuzzy sliding-mode control for ball and beam system with fuzzy ant colony optimization. Expert Syst. Appl., 39(3): 3624-3633.
    CrossRef    
  3. Chen, W.H. and D.J. Ballance, 2002. On a switching control scheme for nonlinear systems with ill-defined relative degree. Syst. Control Lett., 47(2): 159-166.
    CrossRef    
  4. Hung, L.C. and H.Y. Chung, 2006. Decoupling adaptive fuzzy sliding-mode control with rule reduction for nonlinear system. Proceeding of IEEE Conference on Cybernetics and Intelligent Systems, pp: 1-5.
    CrossRef    
  5. Jaradat, M.A., M.I. Awad and B.S. El-Khasawneh, 2012. Genetic-fuzzy sliding mode controller for a DC servomotor system. Proceeding of the 8th International Symposium on Mechatronics and its Applications, pp: 1-6.
    CrossRef    
  6. Li, J.H., T.H. Ou and T.H.S Li, 2003. Design and implementation of fuzzy sliding-mode controller for a wedge balancing system. J. Intell. Robot. Syst., 37(3): 285-306.
    CrossRef    
  7. Magzoub, M.A., N.B. Saad and R.B. Ibrahim, 2013. An intelligent speed controller for indirect field-oriented controlled induction motor drives. Proceeding of IEEE Conference on Clean Energy and Technology (CEAT, 2013), pp: 327-331.
    CrossRef    
  8. Manan Khan, A., A. Iqbal Bhatti, Sami-ud-Din and Q. Khan, 2012. Static & dynamic sliding mode control of ball and beam system. Proceeding of 9th International Bhurban Conference on Applied Sciences and Technology (IBCAST, 2012), pp: 32-36.
  9. Marton, L. and B. Lantos, 2006. Stable adaptive ball and beam control. Proceeding of IEEE 3rd International Conference on Mechatronics, pp: 507-512.
    CrossRef    
  10. Motion, Rotary and Servo Plant, Year. SRV02 Ball and Beam User Manual.
  11. Nagarale, B.M. and R.M. Patre, 2013a. Decoupled neural fuzzy sliding mode control of nonlinear systems. Poceeding of IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp: 1-8.
    CrossRef    
  12. Nagarale, R.M. and B.M. Patre, 2013b. Exponential function based decoupled fuzzy sliding mode control of nonlinear systems. Poceeding of Annual IEEE India Conference (INDICON), pp: 1-6.
    CrossRef    
  13. Tomlin, C.J. and S.S. Sastry, 1997. Switching through singularities. Proceeding of the 36th Conference on Decision and Control, pp: 1-6.
    CrossRef    

Competing interests

The authors have no competing interests.

Open Access Policy

This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

Copyright

The authors have no competing interests.

ISSN (Online):  2040-7467
ISSN (Print):   2040-7459
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