Fuzzy Sliding Mode Control of DC-DC Boost Converter
Abstract
A sliding mode fuzzy control method which combines sliding mode and fuzzy logic control for DC-DC boost converter is designed to achieve robustness and better performance. A fuzzy sliding mode controller in which sliding surface whose reference is obtained from the output of the outer voltage loop is used to control the inductor current. A linear PI controller is used for the outer voltage loop. The control system is simulated using Matlab/Simulink. The simulation results are presented for input voltage and load variations. Simulated results are given to show the effectiveness of the control system.
Keywords:
boost converter, DC-DC converter, FLC, fuzzy logic, sliding modeDownloads
References
L. H. Dixon, Average current-mode control of switching power supplies, Unitrode Power Supply Design Seminar Handbook, Unitrode Corporation, 1990
A. J. Forsyth, S. V. Mollov, “Modeling and control of DC-DC converters”, Power Engineering Journal, Vol. 12, No. 5, pp. 229-236, 1998 DOI: https://doi.org/10.1049/pe:19980507
P. Mattavelli, L. Rosetto, G. Spiazzi, “Small-signal analysis of DC-DC converters with sliding mode control”, IEEE Transactions on Power Electronics, Vol. 12, No. 1, pp. 96-102, 1997 DOI: https://doi.org/10.1109/63.554174
C. K. Tse, K. M. Adams, “Quasi-linear analysis and control of DC-DC converters”, IEEE Transactions on Power Electronics, Vol. 7, No. 2, pp. 315-323, 1992 DOI: https://doi.org/10.1109/63.136248
M. Ahmed, M. Kuisma, K. Tolsa, P. Silventoinen, “Standard procedure for modelling the basic three converters (buck, boost, and buck-boost) with PID algorithm applied”, 13th International Symposium on Electrical Apparatus and Technologies, Plovdive, May, 2003
V. I. Utkin, “Sliding mode control design principles and applications to electric drives”, IEEE Transactions on Industrial Applications, Vol. 40, No. 1, pp. 23-36, 1993 DOI: https://doi.org/10.1109/41.184818
O. Kaynak, F. Harashima, “Disturbance rejection by means of sliding mode”, IEEE Transactions on Industrial Applications, Vol. 32, No. 1, pp. 85-87, 1985
H. Guldemir, “Sliding mode speed control for DC drive systems”, Mathematical and Computational Applications, Vol. 8, No. 3, pp. 337-384, 2003 DOI: https://doi.org/10.3390/mca8030377
J. J. E. Slotine, W. Li, Applied Nonlinear Control, Prentice Hall, 1991
Y. M. Alsmadi, V. Utkin, M. A. Haj-ahmed, L. Xu, “Sliding mode control of power converters: DC/DC converters”, International Journal of Control, pp. 1-22, 2017 DOI: https://doi.org/10.1080/00207179.2017.1306112
M. B. Ghalia, A. T. Alouani, “Sliding mode control synthesis using fuzzy logic”, American Control Conference, Seattle, Washington, USA, Vol. 2, pp. 1528-1532, June 21-23, 1995
A. Kandel, G. Langholz, Fuzzy control systems, CRC Press, 1993
M. K. Passino, S. Yurkovich, Fuzzy control, Addison Wesley, 1998
P. Mattavelli, L. Rossetto, G. Spiazzi, P. Tenti, “General purpose fuzzy controller for DC/DC converters”, IEEE Transactions on Power Electronics, Vol. 12, No. 1, pp. 79-86, 1997 DOI: https://doi.org/10.1109/63.554172
A. I. Al-Odienat, A. A. Al-Lawama, “The advantages of PID fuzzy controllers over the conventional types”, American Journal Of Applied Sciences, Vol. 5, No. 6, pp. 653-658, 2008 DOI: https://doi.org/10.3844/ajassp.2008.653.658
T. Govindaraj, R. Rasila, “Development of fuzzy logic controller for DC– DC buck converters”, International Journal of Engineering Techsci, Vol. 2, No. 2, pp. 192-198, 2010
L. Guo, J. Y. Hung, R. M. Nelms, “Evaluation of DSP-based PID and fuzzy controllers for DC-DC converters”, IEEE Transactions on Industrial Electronics, Vol. 56, No. 6, pp. 2237-2248, 2009 DOI: https://doi.org/10.1109/TIE.2009.2016955
H. Guldemir, “Sliding mode control of DC-DC boost converter”, Journal of Applied Sciences, Vol. 5, No. 3, pp. 588-592, 2005 DOI: https://doi.org/10.3923/jas.2005.588.592
H. Guldemir, “Study of sliding mode control of DC-DC buck converter”, Energy and Power Engineering, Vol. 3, No. 4, pp. 401-406, 2011 DOI: https://doi.org/10.4236/epe.2011.34051
Z. H. Akpolat, H. Guldemir, “Trajectory following sliding mode control of induction motors”, Electrical Engineering, Vol. 85, No. 4, pp. 205-209, 2003 DOI: https://doi.org/10.1007/s00202-003-0166-6
W. C. So, C. K. Tse, Y. S. Lee, “Development of a fuzzy logic controller for DC-DC converters: design, computer simulation and experimental evaluation”, IEEE Transactions on Power Electronics, Vol. 11, No. 1, pp. 24-32, 1996 DOI: https://doi.org/10.1109/63.484413
C. P. Ugale, R. B. Dhumale, V. V. Dixit, “DC-DC converter using fuzzy logic controller”, International Research Journal of Engineering and Technology, Vol. 2, No. 4, pp. 593-596, 2015
A. Z. Ahmad Firdaus, M. Normahira, K. N. Syahirah, J. Sakinah, “Design and simulation of fuzzy logic controller for boost converter in renewable energy application”, IEEE International Conference on Control System, Computing and Engineering, Mindeb, Malaysia, November 29–December 1, 2013 DOI: https://doi.org/10.1109/ICCSCE.2013.6720020
M. E. Sahin, H. İ. Okumus, “Fuzzy logic controlled buck-boost DC-DC converter for solar energy-battery system”, International Symposium on Innovations in Intelligent Systems and Applications, Istanbul, Turkey, June 15-18, 2011 DOI: https://doi.org/10.1109/INISTA.2011.5946099
A. Sabanovic, “Variable structure systems with sliding modes in motion control-a survey”, IEEE Transactions on Industrial Informatics, Vol. 7, No. 2, pp. 212-223, 2011 DOI: https://doi.org/10.1109/TII.2011.2123907
S. E. Beid, S. Doubabi, “DSP-based implementation of fuzzy output tracking control for a boost converter”, IEEE Transactions on Industrial Electronics, Vol. 61, No. 1, pp. 196–209, 2014 DOI: https://doi.org/10.1109/TIE.2013.2242413
G. Feng, “A survey on analysis and design of model-based fuzzy control systems”, IEEE Transactions on Fuzzy Systems, Vol. 14, No. 5, pp. 676–697, 2006 DOI: https://doi.org/10.1109/TFUZZ.2006.883415
T. Gupta, R. R. Boudreaux, R. M. Nelms, J. Y. Hung, “Implementation of a fuzzy controller for DC-DC converters using an inexpensive 8-b microcontroller”, IEEE Transactions on Industrial Electronics, Vol. 44, No. 5, pp. 661-669, 1997 DOI: https://doi.org/10.1109/41.633467
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