DocumentCode :
3137119
Title :
Design of PID controller based on PSO algorithm and FPGA
Author :
Yajuan, Chen ; Qinghai, Wu
Author_Institution :
Sch. of Electron. & Electr. Eng., Huaiyin Inst. of Technol., Huaiyin, China
Volume :
2
fYear :
2011
fDate :
25-28 July 2011
Firstpage :
1102
Lastpage :
1105
Abstract :
An innovative design method of PID controller based on particle swarm optimization (PSO) algorithm and FPGA is introduced. At first, with the Simulink of MATLAB, the optimized parameters of PID controller are obtained based on PSO in the closed-loop control system. Then under FPGA´s controller based on FPGA and PSO algorithm is verified, and it has some advantages such as design flexible, self-tuning on line, high reliability, short cycle of technical development, high running speed and so on. This intelligent PID controller based on FPGA and PSO algorithm can be applied in high control precision digital control system with high speed responsibility and high stability.
Keywords :
closed loop systems; control system synthesis; field programmable gate arrays; intelligent control; particle swarm optimisation; self-adjusting systems; stability; three-term control; FPGA; MATLAB; PSO algorithm; Simulink; closed-loop control system; digital control system; intelligent PID controller design; particle swarm optimization algorithm; self-tuning system; Algorithm design and analysis; Digital signal processing; Field programmable gate arrays; Hardware; Intelligent control; Particle swarm optimization; Tuning; FPGA; PID controller; VHDL; particle swarm optimization algorithm;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Information Processing (ICICIP), 2011 2nd International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4577-0813-8
Type :
conf
DOI :
10.1109/ICICIP.2011.6008424
Filename :
6008424
Link To Document :
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