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

The Korean Institute of Electrical Engineers (대한전기학회)
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A Design of Fuzzy Power System Stabilizer using Adaptive Evolutionary Computation

적응진화연산을 이용한 퍼지-전력계통안정화장치 설계

  • Hwang, Gi-Hyun (Dept.of Electric Engineering, Busan National University) ;
  • Park, June-Ho (Dept.of Electric Engineering, Busan National University)
  • 황기현 (부산대 공대 전기공학과) ;
  • 박준호 (부산대 전자·전기·통신공학부)
  • Published : 1999.06.01
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Abstract

This paper presents a design of fuzzy power system stabilizer (FPSS) using adaptive evolutionary computation (AEC). We have proposed an adaptive evolutionary algorithm which uses a genetic algorithm (GA) and an evolution strategy (ES) in an adaptive manner in order to take merits of two different evolutionary computations. FPSS shows better control performances than conventional power system stabilizer (CPSS) in three-phase fault with heavy load which is used when tuning FPSS. To show the robustness of the proposed FPSS, it is appliedto damp the low frequency oscillations caused by disturbances such as three-phase fault with normal and light load, the angle deviation of generator with normal and light load and the angle deviation of generator with heavy load. Proposed FPSS shows better robustness than CPSS.

Keywords

References

  1. Electric Power System Dynamics Y. N. Yu
  2. IEEE Transactions on Power Apparatus and System v.PAS-100 no.6 Applying Power System Stabilizers Part I;General Concepts E. V. Larsen;D. A. Swann
  3. IEEE Transactions on Power Apparatus and System v.PAS-100 no.6 Applying Power System Stabilizers Part II;Performance Objectives and Tuning Concepts E. V. Larsen;D. A. Swann
  4. IEEE Transactions on Power Systems v.PWRS-1 no.2 Design of a Proportional-Integral Power System Stabilizer Y. Hsu;C. Hsu
  5. IEEE Transactions on Power System v.7 no.3 An Adaptive Synchronous Generator Stabilizer Design by Generalized Multivariable Pole shifting Technique A. A Ghandakly;J. J Dai
  6. IEEE Transactions of Energy Conversion v.9 no.4 Real Time Control of Micro-machine System using Micro-computer based Fuzzy Logic Power System Stabilizer T. Hiyama
  7. IEEE Transactions of Power Delivery v.10 no.2 Coordinated Fuzzy Logic Control for Series Capacitor Modules and PSS to Enhance Stability of Power System T. Hiyama;M. Mishiro
  8. IEEE Tuning of a Fuzzy Logic Power System Stabilizer Using Genetic Algorithns M. A Abido;Y. L Abdel-Magid
  9. IEEE A Design of Self Tuning Fuzzy Controllers Using Genetic Algorithm in HVDC Current Control J. Y. Yoon;G. H Hwang;J. H Park
  10. Genetic Algorithms + Data Structures = Evolution Programs Z. Michalewicz
  11. IEEE Trans. on Systems v.24 no.4 Adaptive Probabilities of Crossover and Mutation in Genetic Algorithms M. Srinivas;L. M. Patnaik
  12. Evolutionary Programming IV W. M. Spears
  13. IEEE International Conf. ob Evolutionary Computation Gaussian Mutation and Self-adaption for Numeric Genetic Algorithms Robert Hinterding
  14. IEEE International Conf. on Evolutionary Computation Adaptation in Evolutionary Computation: A Survey R. Hinterding;Z. Michalewicz;A. E. Eiben
  15. 전지학회논문지 v.47 no.8 진화전략과 유전알고리즘을 이용한 적응진화연산 황기현;문경준;박준호;정정원