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

대한전기학회 (The Korean Institute of Electrical Engineers)
권호 표지

Valve Point 효과가 고려된 경제급전에서의 유전알고리즘 응용

Genetic Algorithm Based Economic Dispatch with Valve Point Effect

  • 박종남 (한양대 대학원 전기공학과 석사졸업) ;
  • 박경원 (한양대 대학원 전기공학과) ;
  • 김지홍 (한양대 대학원 전기공학과) ;
  • 김진오 (한양대 전기공학과)
  • 발행 : 1999.03.01
PDF 다운로드
⟨ 이전 논문 다음 논문 ⟩

초록

This paper presents a new approach on genetic on genetic algorithm to economic dispatch problem for valve point discontinuities. Proposed approach in this paper on genetic algorithms improves the performance to solve economic dispatch problem for valve point discontivuities through improved death penalty method, generation-apart elitism, atavism and sexual selection with sexual distinction. Numerical results on a test system consisting of 13 thermal units show that the proposed approach is faster, more robust and powerful than conventional genetic algorithms.

키워드

참고문헌

  1. IEEE Trans. on PWRS v.1 no.1 A Dynamic Programming Based Method for Developing Dispatch Curves When Incremental Heat Rate Curves Are Non-monotonically Increasing R. R. Shoults;S. V. Venkatesh;S. D. Helmick;G. L. Ward;M. J. Lollar
  2. IEE Proc. v.140 no.6 Simulated Annealing Based Economic Dispatch Algorithm K. P. Wong;C. C. Fung
  3. IEEE Trans. on PWRS v.8 no.3 Genetic Algorithm Solution of Economic Dispatch with Valve Point Loading D. C. Walters;G. B. Sheble
  4. IEE Proc. v.141 no.5 Genetic amd Genetic/Simulated-Annealing Approaches to Economic Dispatch K. P. Wong;Y. W. Wong
  5. IEEE Committee Report;IEEE Trans. on PAS v.90 Present Practice in the Economic Operation of Power Systems IEEE Committee
  6. Power Generation Operation and Control Allen J. Wood;Bruce F. Wollenberg
  7. Genetic Algorithms + Data Structures = Evolution Programs Zbigniew Michalewicz
  8. IEEE Trans. on PWRS v.10 no.1 Refined Genetic Algorithm-Economic Dispatch Example G. B. Sheble;K. Brittig