The Transactions of The Korean Institute of Electrical Engineers (전기학회논문지)

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지
DOI QR코드

DOI QR Code

A Study on the Damping Loads Prediction to prevent Harmonic Resonance during the Power System Restoration

전력계통의 정전복구시 고조파 공진억제를 위한 완충부하투입량 예측에 관한 연구

  • Lee, Heung-Jae (Dept. of Electrical Engineering, Kwangwoon University) ;
  • Yu, Won-Kun (Dept. of Electrical Engineering, Kwangwoon University)
  • 이흥재 (광운대 공대 전기공학과) ;
  • 유원근 (광운대 대학원 전기공학과)
  • Received : 2013.04.29
  • Accepted : 2013.06.17
  • Published : 2013.07.01
Download PDF
⟨ Previous Next ⟩

Abstract

During the restoration process of primary restorative transmission system, some over voltages may happen due to nonlinear interaction between unloaded transformers and transmission systems. These over voltages caused by harmonic resonance can be suppressed by inserting damping loads before energizing transformers. But it is very difficult to predict the occurrence possibility of harmonic resonance and complex simulation must be repeated to estimate the sufficient damping loads. This paper presents a damping loads prediction system to prevent harmonic resonance. Detailed analysis of the relationship between harmonic resonance and the amount of damping loads is discussed. The prediction system is developed using a curve fitting and a neural network based on this relationship. A curve fitting used a Gaussian function based on non-linear least square method and multi-layer back-propagation neural network is applied. The system is applied to primary restorative transmission lines in korean power system and the result showed satisfactory performance.

Keywords

References

  1. G. Morin, et al., "Service Restoration Following a Major Failure on the Hydro-Quebec Power System." IEEE Trans. on PWRS, Vol. 2, No. 2, pp. 454-462, 1987.
  2. M. M. Adibi et al., "Power System Restoration Issues," IEEE Computer Applications in Power, Vol. 4, No. 2, pp. 19-24, 1991. https://doi.org/10.1109/67.75871
  3. M. M. Adibi et al., "Overvoltage Control During Restoration (Power System Restoration Working Group Report)," IEEE Trans. on PWRS, Vol. 7, No. 4, pp. 1464-1470, 1992.
  4. M. M. Adibi et al., "Special Consideration in Power System Restoraion The Second Working Group Report," IEEE Trans. on PWRS, Vol. 9, No. 1, pp. 15-21, 1994
  5. M. Adibi, et al., "Power System Restoration-A Task Force Report,", IEEE Trans. on Power System, Vol PWRS-2, No. 2, pp. 271-277, 1987. https://doi.org/10.1109/TPWRS.1987.4335118
  6. H. J. Lee, et al., "Analysis of the Harmonic Resonance in Primary Restorative Transmission Systems Using EMTDC," Transaction of KIEE, Vol. 54, No. 4, pp. 172-176, 2005.
  7. H. J. Lee, et al., "Analysis of the Harmonic Resonance during Restoration of Primary Restorative Transmission System," Transaction of KIEE, Vol. 55, No. 5, pp. 191-194, 2006.
  8. H. J. Lee, et al., "Analysis of the Harmonic Resonance during Energizing the Primary Restorative Transmission Systems," ICEE 2006, Proceeding of ICEE2006, 2006
  9. 임찬호 외, "A Study on the Analysis of Damping Loads to Prevent Harmonic Resonance," Transaction of KIEE, Vol. 59, No. 2, pp. 262-266, 2010.
  10. M.T, Hagan, H.B. Demuth, and M.H, Beale, Neural Network Design, PWS Pub. co, 1995