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Optimal ESS operation strategy in distribution system with wind power

机译:风电分配系统的最佳ESS运行策略

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This paper explores a method to obtain optimal energy storage system (ESS) operation strategy in distribution system with wind power. Considering main applications of ESS in distribution system, the optimization model for proposed problem includes three objectives: 1) minimize the cost for purchasing electricity; 2) minimize the deviation and fluctuation of distribution system's main substation's power; 3) minimize the amount of spilled wind power energy. A multi-objective genetic algorithm (GA) with matrix real-coded method is designed to solve the proposed problem. Numerical simulations with two case studies based on high and low penetration level of wind power energy, are analysed to understand the operation character of ESS with different scenarios.
机译:本文探讨了在具有风力发电的分配系统中获得最佳储能系统(ESS)操作策略的方法。考虑到ESS在分配系统中的主要应用,所提出的问题的优化模型包括三个目标:1)最大限度地降低购买电力的成本; 2)最大限度地减少分配系统主变电站的偏差和波动; 3)最小化溢出的风能能量的量。使用矩阵实际编码方法的多目标遗传算法(GA)旨在解决提出的问题。分析了基于高低渗透水平的两个案例研究的数值模拟,以了解不同场景的ESS的操作特征。

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