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Study of Fuzzy Logic Control of Dc-Dc Buck Converter

Year 2017, Volume: 12 Issue: 2, 23 - 31, 01.10.2017

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.

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.
  • 9. Govindaraj, T. and Rasila, R. (2011). Development of fuzzy logic controller for DC–DC buck converters. Int J Engg TechSci., 2(2): 192-198.
  • 10. Liping, G., Hung, J.Y. and Nelms, R.M. (2009). Evaluation of dsp-based pid and fuzzy controllers for dc–dc converters. IEEE Transactions on Industrial Electronics, 56(6): 2237-2247.
  • 11. So, W. C. and Tse, C.K. (1996). Development of a fuzzy logic controller for dc-dc converters: design, computer simulation and experimental evaluation. IEEE Trans. on Power Electronics, 11: 24-32.
  • 12. Rubaai, A. and Chouikha, M.F. (2004). Design and analysis of fuzzy controllers for dc-dc converters. First Int. Symposium on Control Communication and Signal Processing, 479-482.
  • 13. Prasad, K.V.H.M., Rao, CH.U. and Hari, A.S. (2012). Design and simulation of a fuzzy logic controller for buck & boost converters. International Journal of Advanced Technology & Engineering Research (IJATER), 2(3): 218-224.
Year 2017, Volume: 12 Issue: 2, 23 - 31, 01.10.2017

Abstract

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.
  • 9. Govindaraj, T. and Rasila, R. (2011). Development of fuzzy logic controller for DC–DC buck converters. Int J Engg TechSci., 2(2): 192-198.
  • 10. Liping, G., Hung, J.Y. and Nelms, R.M. (2009). Evaluation of dsp-based pid and fuzzy controllers for dc–dc converters. IEEE Transactions on Industrial Electronics, 56(6): 2237-2247.
  • 11. So, W. C. and Tse, C.K. (1996). Development of a fuzzy logic controller for dc-dc converters: design, computer simulation and experimental evaluation. IEEE Trans. on Power Electronics, 11: 24-32.
  • 12. Rubaai, A. and Chouikha, M.F. (2004). Design and analysis of fuzzy controllers for dc-dc converters. First Int. Symposium on Control Communication and Signal Processing, 479-482.
  • 13. Prasad, K.V.H.M., Rao, CH.U. and Hari, A.S. (2012). Design and simulation of a fuzzy logic controller for buck & boost converters. International Journal of Advanced Technology & Engineering Research (IJATER), 2(3): 218-224.
There are 13 citations in total.

Details

Journal Section TJST
Authors

Zeynep Bala Duranay

Hanifi Guldemır

Publication Date October 1, 2017
Submission Date September 28, 2017
Published in Issue Year 2017 Volume: 12 Issue: 2

Cite

APA Duranay, Z. B., & Guldemır, H. (2017). Study of Fuzzy Logic Control of Dc-Dc Buck Converter. Turkish Journal of Science and Technology, 12(2), 23-31.
AMA Duranay ZB, Guldemır H. Study of Fuzzy Logic Control of Dc-Dc Buck Converter. TJST. October 2017;12(2):23-31.
Chicago Duranay, Zeynep Bala, and Hanifi Guldemır. “Study of Fuzzy Logic Control of Dc-Dc Buck Converter”. Turkish Journal of Science and Technology 12, no. 2 (October 2017): 23-31.
EndNote Duranay ZB, Guldemır H (October 1, 2017) Study of Fuzzy Logic Control of Dc-Dc Buck Converter. Turkish Journal of Science and Technology 12 2 23–31.
IEEE Z. B. Duranay and H. Guldemır, “Study of Fuzzy Logic Control of Dc-Dc Buck Converter”, TJST, vol. 12, no. 2, pp. 23–31, 2017.
ISNAD Duranay, Zeynep Bala - Guldemır, Hanifi. “Study of Fuzzy Logic Control of Dc-Dc Buck Converter”. Turkish Journal of Science and Technology 12/2 (October 2017), 23-31.
JAMA Duranay ZB, Guldemır H. Study of Fuzzy Logic Control of Dc-Dc Buck Converter. TJST. 2017;12:23–31.
MLA Duranay, Zeynep Bala and Hanifi Guldemır. “Study of Fuzzy Logic Control of Dc-Dc Buck Converter”. Turkish Journal of Science and Technology, vol. 12, no. 2, 2017, pp. 23-31.
Vancouver Duranay ZB, Guldemır H. Study of Fuzzy Logic Control of Dc-Dc Buck Converter. TJST. 2017;12(2):23-31.