Optimal allocation of solar based distributed generators in distribution system using Bat algorithm

Suresh Kumar Sudabattula, Kowsalya M
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引用次数: 67

Abstract

With increased demand of electrical energy, limited availability of fossil fuels and environmental concerns, it is necessary to consider renewable energy based generation in a power system network. Optimal allocation of renewable based distributed generators in the distribution system is a challenging task in the recent years. In this paper an effective technique is proposed for optimal allocation of solar based distributed generators in the distribution network using a Bat algorithm (BA) is presented. The objective is to minimize power loss of radial distribution system. Different operating constraints related to the distribution network are considered. The stochastic nature of solar irradiance is modeled by using suitable probability distribution function (PDF). The proposed method is tested and validated on IEEE 33 bus test system.

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基于Bat算法的太阳能分布式发电机组在配电网中的优化配置
随着电力能源需求的增加,化石燃料的有限性和环境问题,有必要在电力系统网络中考虑基于可再生能源的发电。可再生能源分布式发电机组在配电系统中的优化配置是近年来一个具有挑战性的课题。本文提出了一种利用蝙蝠算法(Bat algorithm, BA)对配电网中太阳能分布式发电机进行优化配置的有效方法。目标是使径向配电系统的功率损耗最小。考虑了与配电网相关的不同运行约束。用合适的概率分布函数(PDF)来模拟太阳辐照度的随机性。该方法在IEEE 33总线测试系统上进行了测试和验证。
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