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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2016.4
- 수록면
- 60 - 71 (12page)
- DOI
- 10.5207/JIEIE.2016.30.4.060
이용수
초록· 키워드
오류제보하기
In a hybrid energy system, different energy sources (photovoltaic (PV), wind, diesel, etc.) as well as energy storage devices are connected together to supply the electrical load. Since the produced power of PV and wind turbine (WT) is dependent on the variation of the resources (sun and wind) and the load demand fluctuates, the main attribute of such hybrid systems is the ability of satisfying the load at any time and storing the excess energy for the later use in deficit conditions. This paper presents a methodology to size and to optimize a stand-alone hybrid PV/Wind/Diesel/Battery bank minimizing the Total annual cost and Loss of Power Supply Probability (LPSP) using a GA and PSO based optimization algorithm respectively. The effectiveness of the proposed method was verified by Matlab software.In this paper, first the mathematical model of various parts of hybrid system is presented. Then, the proposed algorithm is used. Finally, simulation results (number of PV panels, number of wind turbines, number of battery storages, system total cost,power diagram of hybrid power system components) for solar-wind -diesel systems is presented.The simulation results of the proposed approach show that the use of PSO can be more efficient than GA in the size optimization of hybrid energy system.
목차
Abstract
1. Introduction
2. Stand-alone hybrid PV-WT-DG-Battery systems
3. Modelling of hybrid power systems components
4. Cost modelling of hybrid power system
5. Size optimization algorithmsfor hybrid energy system
6. Conclusions
References
참고문헌 (31)
참고문헌 신청
MALEKI, Akbar; ASKARZADEH, Alireza, “Comparative study of artificial intelligence techniques for sizing of a hydrogen-based stand-alone photovoltaic/wind hybrid system”. International Journal of Hydrogen Energy, Vol. 39, No. 19, pp. 9973-9984, 2014.
FATHIMA, A. Hina; PALANISAMY, K. Optimization in microgrids with hybrid energy systems–A review. Renewable and Sustainable Energy Reviews 45, pp. 431-446, 2015.
Hongxing Y, Zhou W, Chengzhi L.,“Optimal design and techno-economic analysis of a hybrid solar–wind power generation system”, Applied Energy 86, pp. 163–169, 2009.
Hongxing Y, Lu L, Zhou W. “A novel optimization sizing model for hybrid solar-wind power generation system”, Solar Energy 81 pp. 76–84. 2007.
DIAF, Said, et al.“A methodology for optimal sizing of autonomous hybrid PV/wind system”, Energy Policy35, p. 5708-5718, 2007.
FATHIMA, A. Hina; PALANISAMY, K. Optimization in microgrids with hybrid energy systems–A review. Renewable and Sustainable Energy Reviews 45, pp. 431-446, 2015.
Hongxing Y, Zhou W, Chengzhi L.,“Optimal design and techno-economic analysis of a hybrid solar–wind power generation system”, Applied Energy 86, pp. 163–169, 2009.
Hongxing Y, Lu L, Zhou W. “A novel optimization sizing model for hybrid solar-wind power generation system”, Solar Energy 81 pp. 76–84. 2007.
DIAF, Said, et al.“A methodology for optimal sizing of autonomous hybrid PV/wind system”, Energy Policy35, p. 5708-5718, 2007.
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