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Distribution System Planning Considering Stochastic EV Penetration and V2G Behavior

机译:考虑随机电动汽车渗透率和V2G行为的配电系统规划

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摘要

The increasing integration of electric vehicles (EVs) is adding higher future potentials for the smart grid because the residual energy stored in EV batteries can be discharged to support the grid when needed. However, the stochasticity of EV user behaviors pose challenges to the regulators of distribution systems. How the regulators decide upon a control strategy for the vehicle to grid and how EV users respond to the strategy will significantly influence the variation of load profiles in the planning horizon. In this paper, a comprehensive cost analysis is performed to obtain the optimal planning scheme, considering the variation in EV penetration, charging preference, and customer damage cost. The economics and stability of the planned distribution system are assessed with real-world travel records and cost statistics to quantitatively show the effectiveness of the optimization algorithm and the importance of user behavior concern.
机译:电动汽车(EV)集成度的不断提高为智能电网增加了更高的未来潜力,因为可以在需要时释放存储在EV电池中的剩余能量来支持电网。然而,电动汽车用户行为的随机性给配电系统的监管者带来了挑战。监管机构如何决定车辆并网的控制策略,以及电动汽车用户如何响应该策略,将极大地影响规划范围内负荷曲线的变化。在本文中,考虑了电动汽车普及率,充电偏好和客户损失成本的变化,进行了全面的成本分析以获得最佳的计划方案。计划的分配系统的经济性和稳定性通过真实的旅行记录和成本统计数据进行评估,以定量显示优化算法的有效性和关注用户行为的重要性。

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