An Efficient Parallel Sequential Approach for Transient Stability Emergency Control of Large-Scale Power System

被引:25
作者
Gan, Guoxiao [1 ]
Zhu, Zexiang [1 ]
Geng, Guangchao [1 ]
Jiang, Quanyuan [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;
关键词
Control variable selection; optimal control; parallel sequential approach; simulation parallelization; transient stability emergency control; INTERIOR-POINT METHOD; OPTIMIZATION; FLOW;
D O I
10.1109/TPWRS.2018.2826534
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
Generator-tripping and load-shedding are important emergency control measures to maintain the transient stability of the power system. In this paper, emergency control is modeled as a large-scale optimal control problem. An efficient parallel sequential approach, which consists of preprocessing layer, simulation layer, and optimization layer, is proposed to solve the problem. In the preprocessing layer, power system partitioning is performed to construct a Jacobian matrix of double-layered bordered block diagonal (BBD) structure, control variable selection and initialization are designed to reduce computation cost and improve convergence. In the simulation layer, the differential algebraic equations are solved in parallel with the sensitivity analysis by reusing the LU-factorizations. Based on the BBD structure of Jacobian matrix, a parallel block algorithm is proposed to further accelerate computation speed. In the optimization layer, the resulting nonlinear programming problem is efficiently solved by predictor-corrector interior point method. The efficiency and practicality of the proposed approach are verified by numerical experiments on three test systems.
引用
收藏
页码:5854 / 5864
页数:11
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