Title :
Particle swarm optimization based fixed order controller design and system simulation
Author :
Mahar, Faizullah ; Ali, Syed Saad Azhar
Author_Institution :
Dept. of Electron. Eng., Iqra Univ., Karachi, Pakistan
Abstract :
Design of fixed order controllers is an open problem which takes controller complexity into account. Different solutions exist in literature for the fixed order controller design problem. However, major difficulty in these results is that they are not simple to develop an algorithm that guarantees the decisive solutions coupled with computations. To overcome this difficulty H∞ loop shaping control under an order specified controller has been proposed. The performance specification is formulated as cost function, which is to be minimized. Particle swarm optimization has been adopted for optimization of cost function and parameters of the specified controller. To check the success of proposed techniques, resulting controller parameters are evaluated via system simulations. Simulation results demonstrate the efficiency of proposed technique.
Keywords :
H∞ control; control system synthesis; particle swarm optimisation; H∞ loop shaping control; controller complexity; cost function; fixed order controller design problem; particle swarm optimization; system simulation; Control systems; Cost function; Particle swarm optimization; Robustness; Simulation; Stability analysis; Particle swarm; cost function; fixed order; robust controller;
Conference_Titel :
Soft Computing and Pattern Recognition (SoCPaR), 2010 International Conference of
Conference_Location :
Paris
Print_ISBN :
978-1-4244-7897-2
DOI :
10.1109/SOCPAR.2010.5685970