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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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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.9 No.2
- 발행연도
- 2014.3
- 수록면
- 423 - 432 (10page)
이용수
초록· 키워드
오류제보하기
Non-dominated Sorting Genetic Algorithm-II (NSGA-II) is applied for solving Combined Economic Emission Dispatch (CEED) problem with valve-point loading of thermal generators. This CEED problem with valve-point loading is a nonlinear, constrained multi-objective optimization problem, with power balance and generator capacity constraints. The valve-point loading introduce ripples in the input-output characteristics of generating units and make the CEED problem as a nonsmooth optimization problem. To validate its effectiveness of NSGA-II, two benchmark test systems, IEEE 30-bus and IEEE 118-bus systems are considered. To compare the Pareto-front obtained using NSGA-II, reference Pareto-front is generated using multiple runs of Real Coded Genetic Algorithm (RCGA) with weighted sum of objectives. Comparison with other optimization techniques showed the superiority of the NSGA-II approach and confirmed its potential for solving the CEED problem. Numerical results show that NSGA-II algorithm can provide Pareto-front in a single run with good diversity and convergence. An approach based on Technique for Ordering Preferences by Similarity to Ideal Solution (TOPSIS) is applied on non-dominated solutions obtained to determine Best Compromise Solution (BCS).
목차
Abstract
1. Introduction
2. Problem Formulation
3. Implementation of NSGA-II
4. TOPSIS Method
5. Simulation Results and Discussion
6. Conclusion
References
참고문헌 (32)
참고문헌 신청
1. [단행본] - A. J. Wood / 1996 / Power Generation, Operation and control, 2nd ed. / Wiley : 29 ~ 32
2. [학술지(정기간행물)] - A. A. El-kieb / 1994 / Economic dispatch in view of the clean air act of 1990 / IEEE Trans. Power Syst 9 (2) : 972 ~ 978
3. [학술지(정기간행물)] - S. F. J. Brodsky / 1986 / Assessing the influence of power pools on emission constrained economic dispatch / IEEE Trans. Power Syst 1 (1) : 57 ~ 62
4. [학술지(정기간행물)] - A. A. El-kieb / 1994 / Environmentally constrained economic dispatch using the lagrange relaxation method / IEEE Trans. Power Syst 9 (4) : 1723 ~ 1729
5. [학술지(정기간행물)] - J. Zahavi / 1985 / Economic-environmental power dispatch / IEEE Trans. Power Syst., Man, Cybern 5 (5) : 485 ~ 489
2. [학술지(정기간행물)] - A. A. El-kieb / 1994 / Economic dispatch in view of the clean air act of 1990 / IEEE Trans. Power Syst 9 (2) : 972 ~ 978
3. [학술지(정기간행물)] - S. F. J. Brodsky / 1986 / Assessing the influence of power pools on emission constrained economic dispatch / IEEE Trans. Power Syst 1 (1) : 57 ~ 62
4. [학술지(정기간행물)] - A. A. El-kieb / 1994 / Environmentally constrained economic dispatch using the lagrange relaxation method / IEEE Trans. Power Syst 9 (4) : 1723 ~ 1729
5. [학술지(정기간행물)] - J. Zahavi / 1985 / Economic-environmental power dispatch / IEEE Trans. Power Syst., Man, Cybern 5 (5) : 485 ~ 489
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UCI(KEPA) : I410-ECN-0101-2015-500-001097147