DocumentCode
3426362
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
fYear
2009
fDate
9-11 Dec. 2009
Firstpage
2182
Lastpage
2187
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/ICCA.2009.5410297
Filename
5410297
Link To Document