Study of Fuzzy Logic Control of Dc-Dc Buck Converter
Abstract
Because
of unspecified transfer function of dc-dc converters fuzzy controllers can be
used instead of classical controllers. The
design of fuzzy controllers does not require an exact mathematical model.
Instead they are designed based on general knowledge of the plant. In
this paper, a fuzzy logic controller for a dc-dc buck converter is designed.
The designed controlled system is simulated in MATLAB/Simulink software. Different parameters such as input voltage
and output load are varied and the responses of fuzzy controller to these variations have been studied and
investigated in order to evaluate the designed controller performance. The
simulation results are presented. Fast dynamic response of the output voltage
and robustness to load and input voltage variations are obtained.
Keywords
References
- 1. Forsyth, A.J. (1998). Modeling and control of dc-dc converters. Power Engineering Journal, 229-236.
- 2. Mattavelli, P., Rosetto, L. and Spiazzi, G. (1997). Small-signal analysis of dc-dc converters with sliding mode control. IEEE Transactions on Power Electronics, 12: 96-102.
- 3. Dixon, L.H. (1990). Average current-mode control of switching power supplies. in Unitrode Power Supply Design Seminar Handbook.
- 4. Gomes, E., Serra, G. and Gomes, J. (2011). A Fuzzy PI controller application in boost converter. Robotics and Automotive Mechanics Conference, 216-221.
- 5. Mattavelli, P., Rosetto, L., Spiazzi, G. and Tenti, P. (1997). General purpose fuzzy controller for dc-dc converters. IEEE Transaction on Power Electronics. 12: 79-89.
- 6. Al-Odienat, A.I., Al-Lawama, A.A. (2008). The advantages of PID fuzzy controllers over the conventional types. American Journal of Applied Sciences, 653-658.
- 7. Zadeh, L.A. (1965). Fuzzy sets. Information and Control, 8: 338-353.
- 8. Raviraj, V.S.C. and Sen, P.C. (1997). Comparative study of proportional–integral, sliding mode, and fuzzy logic controllers for power converters. IEEE Transactions on Industry Applications, 33(2): 518-524.
Details
Primary Language
English
Subjects
-
Journal Section
Research Article
Publication Date
October 1, 2017
Submission Date
September 28, 2017
Acceptance Date
May 10, 2017
Published in Issue
Year 2017 Volume: 12 Number: 2