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Modelling the Benefits of Smart Energy Scheduling in Micro-grids

机译:对微电网中智能能源调度的收益建模

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摘要

This paper presents a smart energy management strategy (SEMS) to optimise the economic operation of a micro-grid. As an important component of smart grids, the micro-grid acts as a bridge to bundle renewable generation, energy storage systems (ESSs) and electric vehicles (EVs) together. It can be operated either by connecting to upstream distribution systems or isolated with the help of ESSs. In the paper, an economic model of a micro-grid is established based on the influence of energy prices in a day-ahead market. The SEMS is used to schedule power supply/demand of diversified sources to obtain optimal economic operation. Smart management of ESSs, EVs and power exchange with the upstream grid, if possible, are simplified into a single-objective optimisation. Artificial Fish Swarm Algorithm (AFSA) has been used to achieve a practical method for energy management based on three different operation policies. The paper presents results which exemplify the proposed model.
机译:本文提出了一种智能能源管理策略(SEMS),以优化微电网的经济运行。作为智能电网的重要组成部分,微电网充当了将可再生能源发电,储能系统(ESS)和电动汽车(EV)捆绑在一起的桥梁。它可以通过连接到上游分配系统进行操作,也可以在ESS的帮助下进行隔离。本文基于日前市场中能源价格的影响,建立了微电网的经济模型。 SEMS用于调度各种电源的供电/需求,以获得最佳的经济运行。如果可能,对ESS,EV和与上游电网的电力交换的智能管理将简化为单目标优化。人工鱼群算法(AFSA)已被用于实现基于三种不同操作策略的能源管理实用方法。本文提出的结果可以例证所提出的模型。

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