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Optimal control of the plug-in electric vehicles for V2G frequency regulation using quadratic programming

机译:使用二次编程对V2G频率调节的插电式电动汽车进行最优控制

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An aggregator is designed for Vehicle-to-Grid (V2G) frequency regulation service. Active discharge of the plug-in electric vehicle is enabled utilizing the regulation signal to avoid the energy constraint. Some structural restrictions are investigated through the system review. In addition, the characteristics of regulation signal are retrieved though statistical analysis. Then, an objective function is defined considering the energy constraint and the target state-of-charge (SOC). The discharge is enforced through uneven distribution of the regulation signal. For this purpose, appropriate variables are employed during the formulation. Then, we convert the objective function into a quadratic form with additional constrains to solve it with the quadratic programming. Finally, the global constraints, dependencies among the vehicles, are eliminated through a prioritized scheduling method, hence avoiding the problem being intractable.
机译:聚合器专为车辆到电网(V2G)频率调节服务而设计。利用调节信号可以实现插电式电动汽车的主动放电,从而避免了能量限制。通过系统审查研究了一些结构性限制。另外,通过统计分析来获取调节信号的特性。然后,考虑能量约束和目标荷电状态(SOC)定义目标函数。通过调节信号的不均匀分布来强制放电。为此目的,在配制过程中采用适当的变量。然后,我们将目标函数转换为具有附加约束的二次形式,以使用二次编程来求解它。最后,通过优先的调度方法消除了全局约束,车辆之间的依赖性,从而避免了棘手的问题。

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