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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.4 No.3
- 발행연도
- 2009.9
- 수록면
- 323 - 329 (7page)
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초록· 키워드
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This paper presents a new approach for thermal unit commitment (UC) using a differential evolution (DE) algorithm. DE is an effective, robust, and simple global optimization algorithm which only has a few control parameters and has been successfully applied to a wide range of optimization problems. However, the standard DE cannot be applied to binary optimization problems such as UC problems since it is restricted to continuous-valued spaces. This paper proposes binary differential evolution (BDE), which enables the DE to operate in binary spaces and applies the proposed BDE to UC problems. Furthermore, this paper includes heuristic-based constraint treatment techniques to deal with the minimum up/down time and spinning reserve constraints in UC problems. Since excessive spinning reserves can incur high operation costs, the unit de-commitment strategy is also introduced to improve the solution quality. To demonstrate the performance of the proposed BDE, it is applied to largescale power systems of up to 100-units with a 24-hour demand horizon.
목차
Abstract
1. Introduction
3. BDE for UC Problems
4. Case Studies
5. Conclusion
References
참고문헌 (9)
참고문헌 신청
1. [단행본] - Wood, A. J / 1984 / Power Generation, Operation, and Control / John Wiley & Sons, Inc
2. [학술대회논문] - Burns, R. M / 1975 / Optimization of priority lists for a unit commitment program / Proc. IEEE Power Engineering Society Summer Meeting : 453 ~ 461
3. [학술지(정기간행물)] - Sheble, G. B / 1990 / Solution of the unit commitment problem by the method of unit periods / IEEE Trans. on Power Systems 5 (1) : 257 ~ 260
4. [학술지(정기간행물)] - Snyder Jr. W. L / 1987 / Dynamic programming approach to unit commitment / IEEE Trans. on Power Apparatus and Systems PAS-2 : 339 ~ 350
5. [학술지(정기간행물)] - Ouyang, Z / 1991 / An intelligent dynamic programming for unit commitment application / IEEE Trans. on Power Systems 6 (3) : 1203 ~ 1209
2. [학술대회논문] - Burns, R. M / 1975 / Optimization of priority lists for a unit commitment program / Proc. IEEE Power Engineering Society Summer Meeting : 453 ~ 461
3. [학술지(정기간행물)] - Sheble, G. B / 1990 / Solution of the unit commitment problem by the method of unit periods / IEEE Trans. on Power Systems 5 (1) : 257 ~ 260
4. [학술지(정기간행물)] - Snyder Jr. W. L / 1987 / Dynamic programming approach to unit commitment / IEEE Trans. on Power Apparatus and Systems PAS-2 : 339 ~ 350
5. [학술지(정기간행물)] - Ouyang, Z / 1991 / An intelligent dynamic programming for unit commitment application / IEEE Trans. on Power Systems 6 (3) : 1203 ~ 1209
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