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Optimization and energy management of a standalone hybrid microgrid in the presence of battery storage system

机译:存在电池存储系统的独立混合微电网的优化和能源管理

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摘要

In this study, an optimal energy scheduling of a standalone microgrid under system uncertainties is investigated and several operational strategies are tested to evaluate the system performance. The main objective of the proposed optimization energy management system is to improve energy utilization efficiency, decrease system fuel cost and gas emissions reduction by planning generations of energy resources hourly for the next day. The system is modeled as a constrained single-objective optimization problem in order to minimize the operation and generated emission costs. Employing an advanced dynamic programming method, the optimization problem is solved. In order to achieve optimal utilization of renewable resources in a microgrid environment and system cost-effective operations, the effectiveness of a battery storage unit has to be examined. Two different operational policies are investigated to examine the system behavior, where the energy production of a microgrid is supplied by generation units with and without access to a battery storage system. The obtained results show a considerable reduction in system total cost and produced emissions when the MG has access to battery storage system in the proposed second policy. Simulation results demonstrate the feasibility and effectiveness of the proposed technique in microgrid energy planning and implementation. (C) 2018 Elsevier Ltd. All rights reserved.
机译:在这项研究中,研究了在系统不确定性下独立微电网的最佳能量调度,并测试了几种操作策略以评估系统性能。拟议的优化能源管理系统的主要目标是通过第二天每小时规划一次能源产生来提高能源利用效率,降低系统燃料成本和减少气体排放。该系统被建模为一个受约束的单目标优化问题,以最小化运行和产生的排放成本。采用先进的动态规划方法,解决了优化问题。为了在微电网环境和系统具有成本效益的操作中实现可再生资源的最佳利用,必须检查电池存储单元的有效性。研究了两种不同的操作策略以检查系统行为,其中微电网的能量生产由有和没有电池存储系统的发电单元提供。获得的结果表明,在拟议的第二项政策中,当MG进入电池存储系统时,系统的总成本和产生的排放量将大大降低。仿真结果证明了该技术在微电网能源规划和实施中的可行性和有效性。 (C)2018 Elsevier Ltd.保留所有权利。

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