A novel approach to solve transient stability constrained optimal power flow problems

被引:4
|
作者
Huy Nguyen-Duc [1 ]
Linh Tran-Hoai [1 ]
Dieu Vo Ngoc [2 ]
机构
[1] Hanoi Univ Sci & Technol, Sch Elect Engn, Hanoi, Vietnam
[2] Ho Chi Minh City Univ Technol, Dept Power Syst, Ho Chi Minh City, Vietnam
关键词
Power system stability; critical clearing time; transient stability constrained optimal power flow; artificial neural networks; ALGORITHM;
D O I
10.3906/elk-1704-209
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes an approach to solve the transient stability constraint optimal power flow (TSC-OPF) problem. The transient stability constraints are expressed as the critical clearing time (CCT) of different contingencies, and are approximated using artificial neural networks (ANNs). The ANNs provide a nonlinear, differentiable mapping between the load flow variables and the CCT. As a result, the TSC-OPF with multiple transient stability constraints can be solved very efficiently with little additional computational burden. The effectiveness of the proposed method is demonstrated with the IEEE 39 bus and the IEEE 300 bus systems.
引用
收藏
页码:4696 / 4705
页数:10
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