DocumentCode :
554178
Title :
Research on PID tuning of servo-system based on Bacterial Foraging Algorithm
Author :
Hongwei Mo ; Yujing Yin
Author_Institution :
Autom. Coll., Harbin Eng. Univ., Harbin, China
Volume :
3
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
1758
Lastpage :
1762
Abstract :
PID controller is one of the most widely used strategies in the field of control engineering, but it is difficult to achieve the effect that people expect by the conventional PID controllers. For a long time, researchers are working on the parameter tuning of PID technology, and propose a lot of algorithms. In this paper, we have studied an intelligent algorithm inspired by nature - the Bacterial Foraging Algorithm. Four benchmark functions are used to test this algorithm, and an analysis of the global search capability of this algorithm is made. Then,we apply this algorithm to a high-speed and high-precision servo system of fourth order model of PID parameter tuning. The tuning results compared with that of the standard genetic algorithm show that Bacterial Foraging Algorithm is effective in the problem of PID optimization and can be more precision.
Keywords :
optimisation; servomechanisms; three-term control; PID optimization; PID parameter tuning; bacterial foraging algorithm; control engineering; intelligent algorithm; proportional-integral-derivative; servo system; Algorithm design and analysis; Educational institutions; Microorganisms; Optimization; Process control; Servomotors; Tuning; Bacterial Foraging Algorithm; PID control; high-speed and high-precision servo systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location :
Shanghai
ISSN :
2157-9555
Print_ISBN :
978-1-4244-9950-2
Type :
conf
DOI :
10.1109/ICNC.2011.6022519
Filename :
6022519
Link To Document :
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