Modeling storage and demand management in power distribution grids

被引:83
作者
Schroeder, Andreas [1 ]
机构
[1] German Inst Econ Res, D-10117 Berlin, Germany
关键词
Storage; Demand management; Stochastic optimization; Benders Decomposition; SIDE MANAGEMENT; SYSTEM; PROGRAMS;
D O I
10.1016/j.apenergy.2011.06.008
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
080707 [能源环境工程]; 082001 [油气井工程];
摘要
Storage devices and demand control may constitute beneficial tools to optimize electricity generation with a large share of intermittent resources through inter-temporal substitution of load. This paper quantifies the related cost reductions in a simulation model of a simplified stylized medium-voltage grid (10 kV) under uncertain demand and wind output. Benders Decomposition Method is applied to create a two-stage stochastic optimization program. The model informs an optimal investment sizing decision as regards specific 'smart' applications such as storage facilities and meters enabling load control. Model results indicate that central storage facilities are a more promising option for generation cost reductions as compared to demand management. Grid extensions are not appropriate in any of the scenarios. A sensitivity analysis is applied with respect to the market penetration of uncoordinated Plug-In Electric Vehicles which are found to strongly encourage investment into load control equipment for 'smart' charging and slightly improve the case for central storage devices. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:4700 / 4712
页数:13
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