Title :
Automatic loop shaping in fractional-order QFT controllers using particle swarm optimization
Author :
Meng, Li ; Xue, Dingyu
Author_Institution :
Fac. of Inf. Sci. & Eng., Northeastern Univ., Shenyang, China
Abstract :
This paper presents the design of a robust fractional order controller using particle swarm optimization (PSO) enabled automated quantitative feedback theory (QFT). In this work, a fractional-order compensator, with a minimum number of parameters, is introduced into the QFT design to give a flexible controller structure in the frequency domain. The PSO technique has been employed to tune the controller automatically that can greatly reduce the computational effort compared to manual graphical techniques. It has also been demonstrated that this methodology not only automates loop-shaping but also improves design quality by a fractional order controller.
Keywords :
compensation; control system synthesis; feedback; flexible structures; particle swarm optimisation; robust control; automatic loop shaping; flexible controller structure; fractional-order compensator; fractional-order quantitative feedback theory controllers; frequency domain; particle swarm optimization; robust fractional order controller design; Automatic control; Convergence; Design methodology; Frequency domain analysis; Genetic algorithms; Particle swarm optimization; Performance gain; Robust control; Robust stability; Shape control;
Conference_Titel :
Control and Automation, 2009. ICCA 2009. IEEE International Conference on
Conference_Location :
Christchurch
Print_ISBN :
978-1-4244-4706-0
Electronic_ISBN :
978-1-4244-4707-7
DOI :
10.1109/ICCA.2009.5410297