Flexible Beam Robust Loop Shaping Controller Design Using Particle Swarm Optimization

Journal of Advances in Computer Research

شناسنامه علمی شماره، دوره 5، شماره 3، آبان 2014، صفحه 55-67   

نویسنده

Roja Eini^*

Department of Electrical and Computer Engineering, Noushirvani University of Technology, Babol ,Iran

چکیده

In this paper a new strategy is proposed to design a fixed-structure robust controller for a flexible beam.  Robust controller designed by the conventional  loop‌ shaping method is not appropriate for a beam because of its high order and complicated form. Fixed-structure  loop shaping control in conjunction with particle swarm optimization (PSO)algorithm  is used to overcome this drawback. The performance and robust stability conditions of the  loop shaping controller are formulated as the cost function in the optimization problem. PSO is adopted to optimize the parameters and cost function. The proposed control design and  loop shaping method are successfully applied on the flexible beam, and results of the two approaches are compared. Simulation results show the superiorities of the proposed controller in terms of having a lower order and simple structure; besides the beam stability and robust performance are retained as well. Also in comparison to the solutions based on genetic algorithms, the use of PSO shows better efficiency in terms of computational time.

کلیدواژه‌ها

Fixed-structure؛ Robust controller؛ Flexible beam؛ H_∞loop shaping؛ Particle Swarm Optimization