The Transactions of the Korean Institute of Electrical Engineers A (대한전기학회논문지:전력기술부문A)

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지

Design of Fuzzy Logic Controller of HVDC using an Adaptive Evolutionary Algorithm

적응진화 알고리즘을 이용한 초고압 직류계통의 퍼지제어기 설계

  • Published : 2000.05.01
Download PDF
⟨ Previous Next ⟩

Abstract

This paper presents an optimal design method for fuzzy logic controller (FLC) of HVDC using an Adaptive Evolutionary Algorithm(AEA). We have proposed the AEA which uses a genetic algorithm (GA) and an evolution strategy (ES) in an adaptive manner in order to take merits of two different evolutionary algorithms. The AEA is used for tuning fuzzy membership functions and scaling constants. Simulation results show that disturbances are well damped and the dynamic performances of FLC have better responses than those of PD controller when AC system load changes suddenly.

Keywords

References

  1. C. E. Grund and C. M. Pollard, 'Power modulation controls for HVDC systems', CIGRE 14-03, 1984
  2. S. Lefebvre, 'HVDC controls for system dynamic performance', IEEE PWRS-6, pp. 743-752, 1991 https://doi.org/10.1109/59.76721
  3. M. A. Chudhury, A. S. Emarah, K. A. Ellithy and G. D. Gallanos, 'Stability analysis of a modulated ac/dc system using the eigenvalue sinsitivity approach', IEEE Trans. PWRS-1, pp. 128-137, 1986
  4. Y. Y. Hsu and L. Wang, 'Damping a parallel ac/dc system using PID power system stabilizers and rectifier current regulators', IEEE Trans. Energy Converson, vol. 3, no. 3, pp. 540-548, 1988 https://doi.org/10.1109/60.8065
  5. S. Lefebvre, M. Saad, and A. R. Hurteau, 'Adaptive control for HVDC power transmission systems', IEEE Trans. Power Apparatus Syst., vol. PAS-104, no 9. pp. 2329-2335, Sept. 1985 https://doi.org/10.1109/TPAS.1985.318954
  6. W. J. Rugh, 'Analytical framework for gain scheduling', IEEE Control syst. Mag., vol.II, no. 1, pp. 79-84, Jan. 1991 https://doi.org/10.1109/37.103361
  7. J. Reeve and M. Sultan, 'Gain scheduling adaptive control strategies for HVDC systems to accommodate large disturbances', IEEE Trans. Power Syst., vol. 9, no. 1, pp. 366-372, Feb. 1994 https://doi.org/10.1109/59.317589
  8. A. Daneshpooy, A. M. Gole, D. G. Chapman and J. B. Davies, 'Fuzzy Logic Control for HVDC Transmission', IEEE Trans. Power Delivery, vol. 12, no. 4, pp. 1690-1697, Oct. 1997 https://doi.org/10.1109/61.634192
  9. 황기현, 문경준, 박준호, 정정원, '진화전략과 유전알고리즘을 이용한 적응진화연산', 대한전기학회, 47권 8호, pp. 1262-1268, 1988. 8
  10. 윤재영, 황기현, 박준호, '유전알고리즘을 이용한 HVDC 정전류 제어용 자기동조 퍼지제어기 설계', 대한전기학회, 46권 10호, pp. 1461-1467, 1997. 10
  11. P. Kundur, 'Power system stability and control', McGraw-Hill. Inc., 1994
  12. Z. Michalewicz, Genetic Algorithms + Data Structures = Evolution Programs, Springer-Verlag, 1992
  13. Mitsuo Gen and R. Cheng, Genetic Algorithms & Enginnering Design, A Wiley-Interscience Publication, 1997
  14. Sauer and Pai, Power System Dynamics and Stability, Prentice Hall, 1998