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Variable Step-Size MPPT Control based on Fuzzy Logic for a Small Wind Power System

소형풍력발전시스템을 위한 퍼지로직 기반의 가변 스텝 사이즈 MPPT 제어

  • Choi, Dae-Keun (School of Electrical and Computer Eng., Ajou University) ;
  • Lee, Kyo-Beum (School of Electrical and Computer Eng., Ajou University)
  • Received : 2011.11.14
  • Accepted : 2012.03.06
  • Published : 2012.06.20

Abstract

This paper proposes the fuzzy logic based variable step-size MPPT (Maximum Power Point Tracking) method for the stability at the steady state and the improvement of the transient response in the wind power system. If the change value of duty ratio is set on stability of the steady state, MPPT control traces to maximum power point slowly. And if the change value is set on improvement of the transient response, the system output oscillates at the maximum power point. By adjusting the step size with fuzzy logic, it can be improved the MPPT response speed and stability at steady state when MPPT control is performed to track the maximum power point. The effectiveness of the proposed method has been verified by simulations and experimental results.

Keywords

References

  1. F. Blaabjerg Z. Chen, and S. B. kjaer, "Power electronics as efficient interface in dispersed power generation systems," IEEE Trans. on Power Electronics, Vol. 19, No. 5, pp. 1184-1194, Sep. 2004. https://doi.org/10.1109/TPEL.2004.833453
  2. IEEE Standard 1547-2003 : IEEE Standard for interconnecting distributed resources with electric power systems.
  3. K. Park and K. B. Lee, "Hardware Simulator Development for a 3-Parallel Grid-connected PMSG Wind Power System," Journal of Power Electronics, Vol. 10, No. 5, pp. 555-562, Sep. 2010. https://doi.org/10.6113/JPE.2010.10.5.555
  4. M. Chinchilla, S. Arnaltes, and J. C. Burgos, "Control of Permanent-Magnet Generators Applied to Variable-Speed Wind-Energy Systems Connected to the Grid," IEEE Trans. on Energy Conversion, Vol 21, pp. 130-135, Mar. 2006. https://doi.org/10.1109/TEC.2005.853735
  5. L. Hui, P. Mclaren, and K. L. Shi, "Neural network based sensorless maximum wind energy capture with compensated power coefficient," IEEE IAS Conf. Rec., Vol. 4, pp. 2600-2608, Oct. 2004.
  6. M. Pucci and M. Cirrincione, "Neural MPPT Control of Wind Generators With Induction Machines Without Speed Sensors," IEEE Trans. on Industrial Electronics, Vol. 58, pp. 37-47, Jan. 2011. https://doi.org/10.1109/TIE.2010.2043043
  7. L. Piegari and R. Rizzo, "Adaptive perturb and observe algorithm for photovoltaic maximum power point tracking," IET Renewable Power Generation, Vol. 4, No. 4, pp. 317-328, Jul. 2010. https://doi.org/10.1049/iet-rpg.2009.0006
  8. F. Liu, S. Duan, F. Liu, B. Liu, and Y. Kang, "A variable step size INC MPPT method for PV systems," IEEE Trans. on Industrial Electronics, Vol. 55, No. 7, pp. 2622-2628, Jul. 2008. https://doi.org/10.1109/TIE.2008.920550
  9. N. S. D'Souza, L. A. Lopes, and X. Liu, "Comparative study of variable step size perturbation and observation maximum power point trackers for PV systems," Electric Power System Research, Vol. 80, No. 3, pp. 296-305, Mar. 2010. https://doi.org/10.1016/j.epsr.2009.09.012
  10. N. P. W. Strachan and D. Jovcic, "Dynamic Modelling, Simulation and Analysis of an Offshore Variable-Speed Directly-Driven Permanent-Magnet Wind Energy Conversion and Storage System (WECSS)", IEEE Proc. Aberdeen, pp. 1-6, Jun. 2007.
  11. E. Koutroulis and K. Kalaitzakis, "Design of a Maximum Power Tracking System for Wind Energy Conversation Applications," IEEE Trans. on Industrial Electronics, Vol. 53, No. 2, pp. 486-494, Apr. 2006. https://doi.org/10.1109/TIE.2006.870658
  12. N. Femia, G. Petrone, G. Spaguolo, and M. Vitelli, "Optimizing sampling rate of P&O MPPT technique," IEEE 35th Annual PESC, pp. 1945-1949, Jun. 2004.

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