Optimizing Under-voltage Load-shedding Using Genetic Algorithm in Microgrid

Yuli Astriani, G. Shafiullah, Farhad Shahnia
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引用次数: 4

Abstract

Imbalance power in an off-grid microgrid highly affecting its voltage variation. As microgrid is usually operated in low voltage, thus, the farthest node in the microgrid will encounter the biggest voltage drop. This paper presents a load shedding scheme for restoring the under-voltage condition at the affected load bus by imitating the droop control method. Using the Newton-Raphson power flow analysis and a simple linear regression formula, the P-V droop constant for each individual load’s bus can be calculated. The amount of active and reactive power adjustment is then retrieved referring the droop gain and the desired voltage magnitude to be corrected, the amount of active and reactive power adjustment can be retrieved. Furthermore, this paper proposes an optimization algorithm to minimize the number of disconnected loads as well as fulfilling the constraint of active and reactive power to be reduced.
基于遗传算法优化微电网欠压减载
离网微电网中功率不平衡对其电压变化有很大影响。由于微电网通常在低电压下运行,因此,微电网中最远的节点会遇到最大的电压降。本文通过模拟下垂控制方法,提出了一种恢复受影响负载母线欠压状态的减载方案。利用牛顿-拉夫森潮流分析和一个简单的线性回归公式,可以计算出每个单独负载母线的P-V下垂常数。然后根据下垂增益和待校正的所需电压幅值检索有功和无功调节量,检索有功和无功调节量。在此基础上,提出了一种优化算法,在满足减少有功功率和无功功率约束的前提下,使断开负载数量最少。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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