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.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.12 No.4
- 발행연도
- 2017.7
- 수록면
- 1,417 - 1,426 (10page)
이용수
초록· 키워드
오류제보하기
Power system analysis, Non-Convex Economic Dispatch (NED) is considered as an open and demanding optimization problem. Despite the fact that realistic ED problems have non-convex cost functions with equality and inequality constraints, conventional search methods have not been able to effectively find the global answers. Considering the great potential of meta-heuristic optimization techniques, many researchers have started applying these techniques in order to solve NED problems. In this paper, a new and efficient approach is proposed based on imperialist competitive algorithm (ICA). The proposed algorithm which is named multi-operator ICA (MuICA) merges three operators with the original ICA in order to simultaneously avoid the premature convergence and achieve the global optimum answer. In this study, the proposed algorithm has been applied to different test systems and the results have been compared with other optimization methods, tending to study the performance of the MuICA. Simulation results are the confirmation of superior performance of MuICA in solving NED problems.
목차
Abstract
1. Introduction
2. Formulation of Non-convex Economic Dispatch
3. Imperialist Competitive Algorithm
4. Simulation Results
5. Conclusion
References
참고문헌 (53)
참고문헌 신청
AJ. Wood and BF. Wollenberg, “Power generation, operation and control,” New York: John Wiley & Sons, 1994.
H. Sadaat, “Power system analysis,” WCB/McGraw- Hill; 1999.
DW. Ross and S. Kim, “Dynamic economic dispatch of generation,” IEEE Trans Power Appar Syst, vol. 99, no. 6, pp. 2060-2068, 1980.
ZX. Liang and JD. Glover, “A zoom feature for a programming solution to economic dispatch including transmission losses,” IEEE Trans Power Syst, vol. 7, no. 3, pp. 544-550, 1992.
JY. Fan and L. Zhang, “Real-time economic dispatch with line flow and emission constraints using quadratic programming,” IEEE Trans Power Syst, vol. 13, no. 2, pp. 320-325, 1998.
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