Proceedings of the KIEE Conference (대한전기학회:학술대회논문집)
- 1996.11a
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- Pages.137-140
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- 1996
A Parallel Genetic Algorithm for Unit Commitment Problem
병렬유전알고리즘을 이용한 발전기의 기동정지계획
- Mun, K.J. (Dept. of Electrical Engineering Pusan National University) ;
- Kim, H.S. (Dept. of Electrical Engineering Pusan National University) ;
- Park, J.H. (Dept. of Electrical Engineering Pusan National University) ;
- Park, T.H. (Dept. of Computer Engineering, Pusan National University) ;
- Ryu, K.R. (Dept. of Computer Engineering, Pusan National University) ;
- Chung, S.H. (Dept. of Computer Engineering, Pusan National University)
- 문경준 (부산대학교 전기공학과) ;
- 김형수 (부산대학교 전기공학과) ;
- 박준호 (부산대학교 전기공학과) ;
- 박태완 (부산대학교 컴퓨터공학과) ;
- 류광렬 (부산대학교 컴퓨터공학과) ;
- 정상화 (부산대학교 컴퓨터공학과)
- Published : 1996.11.16
Abstract
This paper proposes a unit commitment scheduling method based on Parallel Genetic Algorithm(PGA). Due to a variety of constraints to be satisfied, such as the minimum up and down time constraints, the search space of the UC problem is highly nonconvex. So, we used transputer which is one of the practical parallel processors. It can give us fastness and effectiveness features of the proposed method for solving the problem. To show the effectiveness of the PGA based unit commitment scheduling, we tested results for system of 5 units and we can get desirable results.
Keywords