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 :
بازگشت