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Optimal sizing and energy scheduling of isolated microgrid considering the battery lifetime degradation

机译:考虑电池寿命退化的隔离微电网的最佳尺寸和能量调度

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摘要

The incessantly growing demand for electricity in today’s world claims an efficient and reliable system of energy supply. Distributed energy resources such as diesel generators, wind energy and solar energy can be combined within a microgrid to provide energy to the consumers in a sustainable manner. In order to ensure more reliable and economical energy supply, battery storage system is integrated within the microgrid. In this article, operating cost of isolated microgrid is reduced by economic scheduling considering the optimal size of the battery. However, deep discharge shortens the lifetime of battery operation. Therefore, the real time battery operation cost is modeled considering the depth of discharge at each time interval. Moreover, the proposed economic scheduling with battery sizing is optimized using firefly algorithm (FA). The efficacy of FA is compared with other metaheuristic techniques in terms of performance measurement indices, which are cost of electricity and loss of power supply probability. The results show that the proposed technique reduces the cost of microgrid and attain optimal size of the battery.
机译:当今世界对电力的需求不断增长,要求建立高效,可靠的能源供应系统。分布式能源,例如柴油发电机,风能和太阳能,可以在微电网中结合使用,以可持续的方式为消费者提供能源。为了确保更可靠,更经济的能源供应,电池存储系统集成在微电网内。在本文中,考虑到电池的最佳尺寸,通过经济调度可降低隔离微电网的运营成本。但是,深度放电会缩短电池的使用寿命。因此,考虑每个时间间隔的放电深度来模拟实时电池运行成本。此外,使用萤火虫算法(FA)优化了建议的带有电池大小的经济调度。在性能测量指标方面,FA的功效与其他元启发式技术进行了比较,这些指标是电力成本和供电概率损失。结果表明,所提出的技术降低了微电网的成本并获得了最佳的电池尺寸。

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