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Probabilistic assessment of static voltage stability in distribution systems considering wind generation using catastrophe theory

机译:基于突变理论的考虑风力发电的配电系统静态电压稳定性的概率评估

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摘要

With increasing penetration of distributed generations, the importance of the voltage stability assessment of distribution networks has been increased. Considering this situation, a probabilistic model is proposed to evaluate the voltage stability of distribution network integrating wind turbine (WT) units. With this intention, a probabilistic voltage stability index (PVSI) of a radial distribution system with wind power generation is presented. This index investigates the probabilistic risk of voltage collapse for all the buses of system considering uncertainty of WTs. Therefore, the most sensitive bus to the voltage collapse can be identified. The problem model is based on the catastrophe theory that can find the bifurcation point of system. Three-point estimation method is employed to calculate the statistical moments of voltage and PVSI of nodes. Moreover, to estimate the cumulative distribution function of output random variables, the Cornish-Fisher series are used. The performance of the probabilistic index is tested on the IEEE 69-bus radial distribution system where different load models are considered. The results demonstrate that the PVSI can accurately predict the voltage instability condition of the system.
机译:随着分布式发电的普及,配电网络的电压稳定性评估的重要性已经提高。考虑到这种情况,提出了一个概率模型来评估集成了风力发电机(WT)的配电网络的电压稳定性。为此,提出了具有风力发电的径向配电系统的概率电压稳定性指数(PVSI)。该指数考虑了WT的不确定性,研究了系统所有母线电压崩溃的概率风险。因此,可以确定对电压崩溃最敏感的总线。问题模型基于突变理论,可以找到系统的分叉点。采用三点估计法计算节点的电压和PVSI的统计矩。此外,为了估计输出随机变量的累积分布函数,使用了Cornish-Fisher系列。概率指标的性能在考虑不同负载模型的IEEE 69总线径向分配系统上进行了测试。结果表明,PVSI可以准确预测系统的电压不稳定状态。

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