基于ADMM算法的电动汽车充电站优化规划研究

Xuze Zhang, Yinming Bai, Fuqing Wang, Jian Zhang, Qin Xie
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引用次数: 0

摘要

随着电动汽车的普及,电动汽车充电对电网的影响也越来越大。充电站的规划不仅影响用户体验,也影响电网的稳定运行。通过分析充电站对电网和用户的影响,以及充电站建设成本与运营成本之间的相关性,将电动汽车充电站规划问题建模为多目标、多约束条件下的求解问题,并采用ADMM算法进行求解。以某商业区为例进行了分析和测试,结果证明了该算法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Research on optimal planning of electric vehicle charging station based on ADMM algorithm
With the popularity of electric vehicles, the impact of electric vehicle charging on the power grid is also growing. The planning of charging stations not only affects the user experience, but also affects the stable operation of the power grid. By analyzing the impact of charging stations on the power grid and users, as well as the correlation between their construction costs and operating costs, the planning problem of electric vehicle charging stations is modeled as a solution problem under multi-objective and multi constraint conditions, and ADMM algorithm is used to solve the problem. A commercial district is taken as an example for analysis and testing, and the results prove the effectiveness of the proposed algorithm.
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