DocumentCode :
2913220
Title :
Comparative evaluation of linear PID and fuzzy control for a boost converter
Author :
Guo, Liping ; Hung, John Y. ; Nelms, R.M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Auburn Univ., AL, USA
fYear :
2005
fDate :
6-10 Nov. 2005
Abstract :
Both linear PID controllers and fuzzy controllers are designed and implemented for a boost converter. Comparison between the two controllers is made in the aspect of design, implementation and experimental results. Design of fuzzy controllers is based on heuristic knowledge of the converter and tuned using trial and error, while the design of linear PID and PI controllers is based on the frequency response of the boost converter. Implementation of linear controllers is quite straightforward, while implementation of fuzzy controllers has its unique issues. A comparison of experimental results indicates that the performance of the fuzzy controller is superior to that of the linear PID and PI controllers. The fuzzy controller is able to achieve faster transient response, has more stable steady-state response, and is more robust under different operating points.
Keywords :
PI control; frequency response; fuzzy control; power convertors; three-term control; transient response; PI controller; boost converter; frequency response; fuzzy control; linear PID control; steady-state response; transient response; Frequency response; Fuzzy control; Low pass filters; Pi control; Proportional control; Stability; Steady-state; Three-term control; Transfer functions; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics Society, 2005. IECON 2005. 31st Annual Conference of IEEE
Print_ISBN :
0-7803-9252-3
Type :
conf
DOI :
10.1109/IECON.2005.1568965
Filename :
1568965
Link To Document :
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