DocumentCode
3417482
Title
Fractional Order PID Controller Based on Particle Swarm Optimization Implemented with FPGA
Author
Qu, Liguo ; Hu, Haibo ; Huang, Yourui
Author_Institution
Anhui Univ. of Sci. & Technol., Huainan, China
Volume
1
fYear
2010
fDate
23-24 Oct. 2010
Firstpage
165
Lastpage
169
Abstract
According to parameters adjustment problems of fractional order PID controller applied in time-varying, nonlinear, real-time demanding higher systems, an improved particle swarm optimization (PSO) algorithm is adopted to optimize fractional order PID controller parameters. Because of high complexity of PSO and long tuning time, the paper adopts FPGA and combined with external circuit to implement fractional order PID controller. The results show that the improved PSO improves the parameters precision of the fractional order PID controller and adaptive capacity of control systems, and the real-time of systems is well met.
Keywords
field programmable gate arrays; large-scale systems; nonlinear control systems; particle swarm optimisation; three-term control; time-varying systems; FPGA; adaptive capacity; control systems; fractional order PID controller; nonlinear systems; particle swarm optimization; real-time systems; time-varying systems; tuning time; Control systems; Digital signal processing; Field programmable gate arrays; Hardware; Optimization; Particle swarm optimization; Tuning; FPGA; PID; PSO;
fLanguage
English
Publisher
ieee
Conference_Titel
Artificial Intelligence and Computational Intelligence (AICI), 2010 International Conference on
Conference_Location
Sanya
Print_ISBN
978-1-4244-8432-4
Type
conf
DOI
10.1109/AICI.2010.41
Filename
5656642
Link To Document