Cumulant-based stochastic nonlinear programming for variance constrained voltage stability analysis of power systems

被引:26
作者
Schellenberg, A [1 ]
Rosehart, W
Aguado, JA
机构
[1] Univ Calgary, Calgary, AB T2N 1N4, Canada
[2] Univ Malaga, E-29071 Malaga, Spain
基金
加拿大自然科学与工程研究理事会;
关键词
cumulants; numerical optimization; nonlinear programming; probabilistic methods;
D O I
10.1109/TPWRS.2006.873103
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a Cumulant Method-based solution to solve a maximum loading problem incorporating a constraint on the maximum variance of the loading parameter. The proposed method takes advantage of some properties regarding saddle node bifurcations to create a linear mapping relationship between random bus loading variables and all other system variables. The proposed methodology is tested using a sample system based on the IEEE 30-bus system using random active and reactive bus loading. Monte Carlo simulations consisting of 10000 samples are used as a reference solution for evaluation of the accuracy of the proposed method.
引用
收藏
页码:579 / 585
页数:7
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