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

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지

Application of Immune Algorithm for Harmonic State Estimation

전력시스템 고조파 상태 추정에서 면역 알고리즘 적용

  • 왕용필 (동아대 전기전자컴퓨터공학부) ;
  • 박인표 (한국전기연구원 전력연구원) ;
  • 정형환 (동아대 전기전자컴퓨터공학부)
  • Published : 2004.12.01
Download PDF
⟨ Previous Next ⟩

Abstract

The design of a measurement system to perform Harmonic State Estimation(HSE) is a very complex problem. In particular, the number of available harmonic analysis measurement instruments is always limited. Therefore, a systematic procedure is needed to design the optimal placement of measurement points. This paper presents an optimal algorithm of HSE which is based on an optimal placement of measurement points using Immune Algorithm (IAs). This IA-HSE has been applied to power system for the validation of an optimal algorithm of HSE. The study results have indicated an economical and effective method for optimal placement of measurement points using Immune Algorithm (IAs) in the HSE.

Keywords

References

  1. F. C., Schweppe, J. C., Wildes, and D., Rom, 'Power System Static State Estimation', Part I, II and III, IEEE Trans. Power Appar. & Syst, Vol PAS-89, pp. 120-135. (1970) https://doi.org/10.1109/TPAS.1970.292678
  2. G. T. Heydt, 'Identification of harmonic sources by a state estimation technique', IEEE Trans, PWRD-4,(1), pp. 569-576 (1989) https://doi.org/10.1109/61.19248
  3. M., Najjar and G. T., Heydt 'A Hybrid Nonlinear - Least Squares Estimation of Harmonic Signal Levels in Power Systems', IEEE Transactions on Power Delivery, Vol. 6, No. 1, pp. 282-288 (1991) https://doi.org/10.1109/61.103749
  4. J. E., Farach, W. M., Grady and A., Arapostathis, 'An Optimal Procedure for Placing Sensors and Estimating the Locations harmonic Sources in Power Systems', IEEE Transactions on Power Delivery, Vol. 8, No. 3, pp. 1303-1310 (1993) https://doi.org/10.1109/61.252656
  5. G. T. Heydt, 'Identification of harmonic sources by a state estimation technique', IEEE Trans, PWRD-4,(1), pp. 569-576 (1989) https://doi.org/10.1109/61.19248
  6. A. P. S. Meliopoulos, F, Zhang and S, Zelingher 'Power System Harmonic State Estimation', Proceedings of IEEE/PES 1994 Winter Meeting, New York, USA. (1994)
  7. Z. P., Du, J. Arrillaga, N. R., Watson, 'Continuous harmonic state estimation of power systems', Proc. IEE, C, 143, (4), pp. 329-336 (1996) https://doi.org/10.1049/ip-gtd:19960291
  8. J., Arrillaga, N. R., Watson, S., Chen, 'Power system quality Assessment' (1996)
  9. S., Aam, L., Holten and O., Gjerde, 'Design of the Measurement System for State Estimation in the Norwegian High-Voltage Transmission Network', IEEE Trans. Power Appar. & Syst. Vol. PAS-102, PP. 3769-3777 (1983) https://doi.org/10.1109/TPAS.1983.317870
  10. G. R., Krurnpholz, K. A., Clements and P. W., Davis, 'Power System Observability : A Practical Algorithm Using Network Topology', IEEE Transactions on Power Apparatus and Systems, Vol. 99, No. 4, pp. 1534-1542. (1980) https://doi.org/10.1109/TPAS.1980.319578
  11. G. C., Contaxis, and G. N., Korres, 'A Reduced Model for Power System Observability Analysis and Restoration', IEEE Trans. on Power Systems, Vol. 3, No. 4, pp. 1411-1417 (1988) https://doi.org/10.1109/59.192947
  12. T. L., Baldwin, L., Mili, M. B., Boisen and P., Adapa, 'Power System Observability with Minimal Phasor Measurement Placement', IEEE Transactions on Power Systems, Vol. 8, No. 2, pp. 707-715 (1993) https://doi.org/10.1109/59.260810
  13. Y. P., Wang. N. R., Watson, J., Arrillaga., H. C., Park and H. H., Chong, 'Haromonic State Estimation : Optimal Placement of Measurements Using Genetic Algorithms', International Power Quality Conference, Suntec, Singapore, Vol. 2, No. 2, pp. 534-544 (2002)
  14. S., Osowski, 'SVD Technique for Estimation of Harmonic Components in A Power System: A Statistical Approach', IEE Proceedings on Generation, Transmission and Distribution, Vol. 141, No. 5, pp. 473-479 (1994) https://doi.org/10.1049/ip-gtd:19941358
  15. N. R., Watson and J., Arrillaga, 'Assessment of Power System Harmonics, Part I : Overview' (1993)
  16. N. R., Watson and J., Arrillaga, 'Assessment of Power System Harmonics, Part II : The Direct Method' (1993)
  17. Dipankar dasgupta, Artificial immune system and their application, Published by Springer, 1998
  18. K. Mori, M. Tsukiyama and T. Fukuda, 'Multi-Optimization by Immune Algorithm which Diversity and Learning', 2nd Int. Conf. on Multi-Agent Systems, Workshop Notes on Immunity-Based Systems, pp. 118-123, 1996