Multi-Objective Particle Swarm Optimization based PID Tuning of Ball and Beam System

Authors

  • R. Monika Department of Electronics and Instrumentation Engineering, Kongu Engineering College, Erode, Tamil Nadu, India
  • M. Sasireka Department of Electronics and Instrumentation Engineering, Kongu Engineering College, Erode, Tamil Nadu, India
  • S.J. Suji Prasad Department of Electronics and Instrumentation Engineering, Kongu Engineering College, Erode, Tamil Nadu, India
  • A. Senthilkumar Department of Electrical and Electronics Engineering, Dr. Mahalingam College of Engineering & Technology, Coimbatore, Tamil Nadu, India

DOI:

https://doi.org/10.37591/joci.v7i1.1915

Abstract

Ball and beam system is an unstable and nonlinear system which is specially designed for understanding various control engineering problems. The proportional integral and derivative (PID) controller is mostly used to stabilize the ball on the beam. Initially, Skogestad internal model control (SIMC) tuning method is used to design the PID controller for stabilizing the ball at desired position on the beam. The parameters of PID controller decide the performance of the ball and beam system. The performance of ball and beam system is analyzed with multi-objective particle swarm optimization (MOPSO) based PID controller and compared with SIMC based PID controller of ball and beam system. The simulation results show that the MOPSO based PID controller gives better performance when compared to the SIMC based PID controller of ball and beam system.

Keywords: Ball and beam system, PID controller, SIMC, PSO, MOPSO

Cite this Article

R. Monika, M. Sasireka, S.J. Suji Prasad, A. Senthilkumar. Multi-Objective Particle Swarm Optimization based PID Tuning of Ball and Beam System. Journal of Control & Instrumentation. 2016; 7(1): 35–40p.

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Published

2019-04-02

Issue

Vol. 7 No. 1 (2016)

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Articles

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