Optimal Sizing of Energy Storage Devices in Isolated Wind-Diesel Systems Considering Load Growth Uncertainty

被引:40
|
作者
Nhung Nguyen-Hong [1 ]
Huy Nguyen-Duc [2 ]
Nakanishi, Yosuke [1 ]
机构
[1] Waseda Univ, Grad Sch Environm & Energy Engn, Tokyo 1698555, Japan
[2] Hanoi Univ Sci & Technol, Dept Elect Power Syst, Hanoi 100000, Vietnam
关键词
Energy storage; stochastic optimization; wind energy; RENEWABLE ENERGY; JOINT OPTIMIZATION; MAXIMUM-ENTROPY; POWER; GENERATION; CAPACITY; ALGORITHMS; MICROGRIDS; OPERATION;
D O I
10.1109/TIA.2018.2802940
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The development of wind power plants is an economical solution to provide energy to remote communities. For these isolated systems, the cogeneration of diesel generators and wind turbines is a typical configuration, but also poses several technical challenges regarding load balancing and frequency control. Auxiliary devices such as battery storages, flywheels, and dump loads are often needed to ensure a more stable operation and a higher penetration level of wind energy. However, the cost of these auxiliary devices can be substantial. This paper proposes a two-stage stochastic optimization framework to determine the optimal size of energy storage devices in a hybrid wind-diesel system. The optimization problem considers two main uncertain factors, namely the wind speed and the load growth rate. An efficient scenario reduction method is also proposed to reduce the computational burden. The optimization framework is tested with a realistic case study.
引用
收藏
页码:1983 / 1991
页数:9
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