지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
이용수
초록· 키워드
오류제보하기
This paper is presented by the application of parallel adaptive evolutionary algorithm (PAEA) to search an optimal solution of a thermal unit commitment problem. The adaptive evolutionary algorithm(AEA) takes the merits of both a genetic algorithm(GA) and an evolution strategy(ES) in an adaptive manner to use the global search capability of GA and the local search capability of ES. To reduce the execution time of AEA, the developed algorithm is implemented on an parallel computer which is composed of 16 processors. To handle the constraints efficiently and to apply to parallel adaptive evolutionary algorithm(PAEA), the states of thermal unit are represented by means of real-valued strings that display continuous terms of on/off state of generating units and are involved in their minimum up and down time constraints. And the violation of other constraints are handled by repairing operator. The procedure is applied to the 10 ~ 100 thermal unit systems, and the results show capabilities of the PAEA.
목차
Abstract
1. 서론
2. 발전기 기동정지계획의 정식화
3. 적응진화 알고리즘
4. 병렬 적응진화 알고리즘
5. 사례 연구
6. 결론
감사의 글
참고문헌
저자소개
참고문헌 (15)
참고문헌 신청
[학술지(정기간행물)] - A. J. Wood / 1996. / Power Generation, Operation, and Control
[학술지(정기간행물)] - S. J. Wang, S. M. Shahidehpour, D. S. Kirschen, S. Mokhtari, G. D. Irisarri / August1995 / Short-term Generation Scheduling with Transmission and Environmental Constraints Using an Augmented Lagrangian Relaxation 10 (3) : 1294 ~ 1301
[학술지(정기간행물)] - E. Khodaverdia / 1986. / Semirigorous Thermal Unit Commitment for Large Scale Electrical Power Systems : 157 ~ 164
[학술지(정기간행물)] - Hobbs / 1988. / An Enhanced Dynamic Programming Approach for Unit Commitment IEEE Transaction on Power Systems 3 : 1201 ~ 1205
[학술지(정기간행물)] - A. L. Cohen / 1983. / A Branch-and- Bound Algorithm for Unit Commitment (2) : 444 ~ 449
[학술지(정기간행물)] - S. J. Wang, S. M. Shahidehpour, D. S. Kirschen, S. Mokhtari, G. D. Irisarri / August1995 / Short-term Generation Scheduling with Transmission and Environmental Constraints Using an Augmented Lagrangian Relaxation 10 (3) : 1294 ~ 1301
[학술지(정기간행물)] - E. Khodaverdia / 1986. / Semirigorous Thermal Unit Commitment for Large Scale Electrical Power Systems : 157 ~ 164
[학술지(정기간행물)] - Hobbs / 1988. / An Enhanced Dynamic Programming Approach for Unit Commitment IEEE Transaction on Power Systems 3 : 1201 ~ 1205
[학술지(정기간행물)] - A. L. Cohen / 1983. / A Branch-and- Bound Algorithm for Unit Commitment (2) : 444 ~ 449
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