DocumentCode
1976058
Title
Control of Brushless DC Motor Using Fuzzy Set Based Immune Feedback PID Controller
Author
Liu, Dan ; Xia, Changliang ; Zhang, Maohua ; Wang, Yingfa
Author_Institution
Tianjin Univ., Tianjin
fYear
2007
fDate
4-7 June 2007
Firstpage
1045
Lastpage
1049
Abstract
Brushless DC motors (BLDCM) are reliable, easy control, and inexpensive. But, the brushless DC motor is a multi-variable and nonlinear system. Conventional PID controllers suffer from uncertain parameters and the nonlinear of the BLDCM. This paper presents an novel approach of immune feedback PID control for BLDCM based on fuzzy set. The method is inspired by biological immune feedback mechanism functioned by T-cells, including an active term, which controls response speed, and an inhibitive term, which controls stabilization effect, and we employ a fuzzy logic to implement the inhibitive term. The system includes current and velocity closed loops. The simulation illustrates that excellent flexibility and adaptability as well as high precision and good robustness are obtained by the proposed strategy.
Keywords
brushless DC motors; feedback; fuzzy control; fuzzy set theory; machine control; three-term control; T-cells; biological immune feedback; brushless DC motor; fuzzy logic; fuzzy set; immune feedback PID controller; machine control; stabilization effect; Biological control systems; Biological system modeling; Brushless DC motors; Feedback; Fuzzy control; Fuzzy logic; Fuzzy sets; Immune system; Nonlinear systems; Three-term control;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2007. ISIE 2007. IEEE International Symposium on
Conference_Location
Vigo
Print_ISBN
978-1-4244-0754-5
Electronic_ISBN
978-1-4244-0755-2
Type
conf
DOI
10.1109/ISIE.2007.4374742
Filename
4374742
Link To Document