A Short Term Hydro-Thermal Scheduling using Evolutionary Programming

진화 프로그래밍기법을 적용한 단기 수화력 운용

  • Published : 1999.08.01

Abstract

This paper proposes an efficient method of hydro-thermal scheduling in coordination with head variation and hydraulically coupled plants using Evolutionary Programing(EP). Based on the EP technique, the proposed algorithm is capable of determining the global optimal solutions. The constraints such a power balance condition, water available condition and transmission losses are embedded and satisfied throughout the proposed EP approach. The effectiveness of the proposed approach is demonstrated on the test systems and compared to those of other method. The results show that the new approach obtains a more highly optimal solutions than the conventional other methods such as newton-raphson method, Dynamic Programming(DP), LU factorization.

Keywords

References

  1. Optimal Economic Operation of Electric Power Systems M. E. El-Hawary;G.S. Chritensen
  2. Power System Engineering IJNAGRATH;DPKOTHARI
  3. Power Generation, Operation, and Control Allen J. Wood;Bruce F. Wollenberg
  4. IEEE Trans. Neural Networks v.5 no.1 Guest Editorial Evolutionary Computation David B. Fogel;Lawrence J. Fogel
  5. IEEE Trans. Power Systems v.11 no.1 Evolutionary Programming Based Economic Dispatch for Units with Non-Smooth Fuel Cost Functions Hong-Tzer Yang;Pai-Chuan Yang;Ching-Lien Huang
  6. IEEE Trans. Neural Networks v.5 no.1 An Introduction to Simulated Evolutionary Optimization D. B. Fogel
  7. Genetic Algorithms + Data Structures = Evolution Programms Z. Michalewicz
  8. IEEE Trans. Power Systems v.PWRS-8 no.3 Genetic Algorithm Solution of Economic Dispatch with Valve Point Loading D. C. Walters;G. B. Sheble
  9. IEEE Trans. Power Systems v.6 no.2 An Efficient Method for Optimal Scheduling of Fixed Head Hydro and Thermal Plants Abdul Halim;Khalid Mohamed Nor
  10. IEEE Trans. Power Systems v.8 no.3 An Algorithm For The Optimal Scheduling of Variable Head Hydro and Thermal Plants Abdul Halim;Abdul Rashid;Khalid Mohamed Nor