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

The Korean Institute of Electrical Engineers (대한전기학회)
권호 표지

The On-Line Economic Load Dispatch Program of Kwangyang Steel Works

광양제철소의 실시간 경제운용 프로그램 개발

  • 김재철 (경북대 공대 대표학과) ;
  • 백영식 (경북대 공대 전자전기공학부) ;
  • 이희춘 (광양제철 전기제어설비부)
  • Published : 2001.07.01
Download PDF
⟨ Previous Next ⟩

Abstract

This paper proposes an efficient method of On-Line Economic Load Dispatch(ELD) using Evolutionary Programming(EP) technique at KwangYang steel works. The economic operation of steel works is done by experienced engineer. So far, there is no formulation and algorithm of economic operation of steel works. In this paper, we propose the formulation and On-Line algorithm of economic operation of steel works. The EP technique is the kind of Evolutionary Computation(EC), which has become a candidate for many optimization applications due to its flexibility and efficiency. Based on the EP technique, the proposed algorithm is capable of not only solving the economic problem, but also obtaining the global optimal solutions within reasonable execution time. To validate our proposed approach, the algorithm is demonstrated on many sample systems and compared to actual values of steel works.

Keywords

References

  1. David B. Fogel and Lawrence J. Fogel, 'Guest Editorial Evolutionary Computation', IEEE Trans. Neural Networks, Vol. 5, No. 1, pp. 1-14, January 1994
  2. David B. Fogel, 'A Introduction to Simulated Evolutionary Optimization', IEEE TNN, Vol. 5, No. 1, pp. 3-11, 199 https://doi.org/10.1109/72.265956
  3. Zbigniew Michalewicz, 'Genetic Algorithm + Data Structures = Evolution Programs', Springer-Verlag, Third. Revised and Extended Edition. 1995
  4. Baeck, Thomas, 'Evolutionary Algorithm in Theory and practice : Evolution Strategise, Evoutionary Programming', Madison Avenue, NY, 1996
  5. Allen J. Wood, Bruce F. Wollenberg, 'Power Generation, Operation, and Control', John Wiley & Sons, New York, 1996
  6. IJNAGRATH, DPKOTHARI, 'Power System Engineering', Tata McGraw-Hill Publishing Company, 1994, pp. 273-338
  7. M. E. El-Hawary and G.S.Christensen, 'Optimal Economic Operation of Electric Power System', Academic Press, New York, 1979
  8. 포항종합제철주식회사, 광양제철소, '발전송풍 운전교재', 1986. 11