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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 대한전기학회 Journal of Electrical Engineering & Technology Journal of Electrical Engineering & Technology Vol.13 No.3
- 발행연도
- 2018.5
- 수록면
- 1,099 - 1,109 (11page)
이용수
초록· 키워드
오류제보하기
For practical consideration, economic dispatch (ED) problems in power system have nonsmooth cost functions with equality and inequality constraints that makes the problems complex constrained nonlinear optimization problems. This paper proposes a new constraint handling method for equality and inequality constraints which is employed to solve ED problems, where the incremental rate is employed to enhance the modification process. In order to prove the applicability of the proposed method, the study cases are tested based on the classical particle swarm optimization (PSO) and differential evolution (DE) algorithm. The proposed method is evaluated for ED problems using six different test systems: 6-, 15-, 20-, 38-, 110- and 140-generators system. Simulation results show that it can always find the satisfactory solutions while satisfying the constraints.
목차
Abstract
1. Introduction
2. Formulation of the Economic Dispatch Problem
3. The New Constraint Handling Method
4. Numerical Case Study
5. Conclusion
References
참고문헌 (38)
참고문헌 신청
G. S. S. Babu, D. B. Das and C. Patvardhan, “Simulated annealing variants for solution of economic load dispatch”, J. Inst. Eng. India: Electr. Eng. Div., vol. 83, no. EDC., pp. 222-229, Dec. 2002.
K. Bhattacharjee, A. Bhattacharya, S. H. N. Dey, “Chemical reaction optimisation for different economic dispatch problems,” IET Gener. Transm. Distrib., vol. 8, no. 3, pp. 530-541, 2014.
R. E. Perez-Guerrero, J. R. Cedeno-Maldonado, “Economic power dispatch with non-smooth cost functions using differential evolution,” Proc. of the 37th Annual North American Power Symposium, pp. 183-190, Oct. 2005.
I. Erlich, G. K Venayagamoorthy, N Worawat, “A mean-variance optimization algorithm,” IEEE World Congr. Comput. Intell., pp. 344-349, July. 2010.
Z. L. Gaing, “Particle swarm optimization to solving the economic dispatch considering generator constraints,” IEEE Trans. Power Syst., vol. 18, no. 3, pp. 1187-1195, Aug. 2003.
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