基于主成分分析的潮流控制不可行性识别方法

Humberto Almeida Guimarães, J. Filho
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摘要

本文描述了一种新的方法来识别可能导致牛顿方法收敛问题的潮流控制装置之间的冲突。该方法是将主成分分析(PCA)应用于控制灵敏度矩阵。这个矩阵直接关系到控制失配函数和控制变量。将小型和大型电力系统的分析结果与潮流雅可比矩阵特征值的分析结果进行了比较,表明了所提方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A New Approach Based on PCA for Identifying Power Flow Control Infeasibilities
This paper describes a new methodology to identify conflicts between power flow control devices that can cause New-ton's method convergence problems. The proposed technique is based on applying the principal component analysis (PCA) to the control sensitivity matrix. This matrix directly relates the control mismatch functions and control variables. The results presented for small-scale and large-scale power systems were compared to the analysis of the eigenvalues of the power flow Jacobian matrix, indicating the proposed methodology effectiveness.
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