Application of Anfis-Pid Controller for Statcom to Enhance Power Quality in Power System Connected Wind Energy System

  • Authors

    • Huu Vinh, Nguyen
    • Hung Nguyen
    • Kim Hung Le
    2018-09-15
    https://doi.org/10.14419/ijet.v7i4.4.19604
  • Static synchronous compensator (STATCOM), Adaptive neuro-fuzzy inference system - proportional integral derivative (ANFIS-PID), Power Quality, Wind Energy

  • In this paper, a proposed ANFIS-PID controller for the STATCOM to improve transient stability of the power system including DFIG based wind farm based on their nonlinear modeling is presented. The comparative simulation results in two cases of no controller and the ANFIS-PID controller for the STATCOM when occurs a three-phase short-circuit fault in the studied multi-machine power system are shown. It is shown the effectiveness of the proposed ANFIS-PID controller and applicability to a practical power system for enhancing power quality in transient time under large disturbance.

     

     

  • References

    1. [1] P. M. Anderson and A. A. Fouad, “Power System Control and Stabilityâ€, IEEE Press, 2d ed., 2003.

      [2] J. Jang, C. Sun, and E. Mizutani, “Neuro-Fuzzy and Soft Computingâ€, Prentice Hall, Upper Saddle River, NJ, USA, 1997.

      [3] M.P. Palsson, T. Toftevaag, K. Uhlen, and J.O.G Tande, "Large-scale wind power integration and voltage stability limits in regional networks," in Proc. Power Engineering Society Summer Meeting, 2002 IEEE , vol. 2, no., pp.762,769, 25-25 July 2002.

      [4] B. Pokharel and W. Gao, “Mitigation of disturbances in DFIG-based wind farm connected to weak distribution system using STATCOM,†in Proc. North American Power Symposium (NAPS), Arlington, Texas, USA, Sep. 26-28, 2010, pp. 1-7.

      [5] J. G. Slootweg, H. Polinder, and W. L. Kling, “Dynamic modeling of a wind turbine with doubly fed induction generator,†in Proc. IEEE PES Summer Meeting, Vancouver, Canada, vol. 1, Jul. 15-19, 2001.

      [6] M. N. Eskander and S. I. Amer, “Mitigation of voltage dips and swells in grid-connected wind energy conversion systems,†in Proc. ICCAS-SICE, Fukuoka, Japan, Aug. 2009, pp. 885-890.

      [7] J. Zhai and H. Liu, "Reactive power control strategy of DFIG wind farms for regulating voltage of power grid," in Proc. IEEE PES General Meeting | Conference & Exposition, pp.1,5, 27-31 July 2014.

      [8] L. Wang and L.-Y. Chen, "Reduction of power fluctuations of a large-scale grid-connected offshore wind farm using a variable frequency transformer." IEEE Trans. on Sustainable Energy, vol. 2, no. 3, pp. 226-234, Apr. 2011.

      [9] O K. E., M S. M., Takahashi R., and Tamura J., Improvement of fault ride through capability of wind farms using DFIG considering SDBR, in Proc. 14th European Conference on Power Electronics and Applications, 2011.

      [10] J. Chhor, P. Tourou and C. Sourkounis, "Evaluation of state-based controlled STATCOM for DFIG-based WECS during voltage sags", 2016 IEEE ICRERA, Birmingham, 2016, pp. 463-471

      [11] M. N. Uddin and R. S. Rebeiro, “Improved dynamic and steady state performance of a hybrid speed controller based IPMSM driveâ€, in Proc. IEEE Industry Applications Society Annual Meeting (IAS), pp.1-8, 9-13 Oct. 2011.

      [12] A. Varshney and R. Garg, "Comparison of different topologies of fuzzy logic controller to control D-STATCOM", 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom), New Delhi, 2016, pp. 2492-2497.

      [13] D. Shen, and P. W. Lehn, “Modeling, analysis and control of a current source inverter based STATCOMâ€, IEEE Trans. on Power Delivery. Vol.17. No. l, pp. 248-253, 2002.

      [14] A. Jain, K. Joshi, A. Behal, and N. Mohan, “Voltage regulation with STATCOMs: Modeling, control and resultsâ€, IEEE Trans. Power Delivery, vol. 21, no. 2, pp. 726-735, 2006.

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  • How to Cite

    Vinh, Nguyen, H., Nguyen, H., & Le, K. H. (2018). Application of Anfis-Pid Controller for Statcom to Enhance Power Quality in Power System Connected Wind Energy System. International Journal of Engineering & Technology, 7(4.4), 35-37. https://doi.org/10.14419/ijet.v7i4.4.19604