A Parallel Reduced-Space Interior Point Method With Orthogonal Collocation for First-Swing Stability Constrained Emergency Control

被引:25
作者
Jiang, Quanyuan [1 ]
Wang, Yun [1 ]
Geng, Guangchao [1 ]
机构
[1] Zhejiang Univ, Coll Elect Engn, Hangzhou 310027, Zhejiang, Peoples R China
基金
中国国家自然科学基金; 国家高技术研究发展计划(863计划);
关键词
First-swing stability constrained emergency control; orthogonal collocation discretization; parallel computing; reduced-space interior point method; POWER; OPTIMIZATION; STRATEGIES; ALGORITHM; FLOW;
D O I
10.1109/TPWRS.2013.2275175
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
First-swing stability constrained emergency control (FSCEC) enhances power system transient stability during large disturbances, but is difficult to solve for larger systems because of its computational complexity. The method proposed in this work guarantees first swing transient stability by using a parallel reduced-space interior point method (IPM) with orthogonal collocation to solve FSCEC problems. This novel algorithm discretizes differential-algebraic equations using orthogonal collocation, which leads to a relatively low problem dimension, and accelerates the optimization process through a reduced-space technique by utilizing the property of small degrees of freedom after numerical discretization. Furthermore, a two-level parallelism is explored in reduced-space IPM (RIPM) algorithm and implemented with state-of-the-art parallelization techniques. The proposed approach was benchmarked on a Beowulf cluster with 64 CPU cores to show its excellent computational efficiency.
引用
收藏
页码:84 / 92
页数:9
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