Real-Time Power System Dynamics Simulation Using a Parallel Block-Jacobi Preconditioned Newton-GMRES Scheme

被引:16
作者
Abhyankar, Shrirang [1 ]
Flueck, Alexander J. [2 ]
机构
[1] Argonne Natl Lab, Div Math & Comp Sci, 9700 S Cass Ave, Argonne, IL 60439 USA
[2] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
来源
2012 SC COMPANION: HIGH PERFORMANCE COMPUTING, NETWORKING, STORAGE AND ANALYSIS (SCC) | 2012年
关键词
Transient Stability; Parallel Computing; Block-Jacobi Preconditioner; Newton-GMRES; PETSc; IMPLEMENTATION;
D O I
10.1109/SC.Companion.2012.48
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Real-time dynamics simulation of large-scale power systems is a computational challenge because of the need to solve a large set of stiff, nonlinear differential-algebraic equations. The main bottleneck in these simulations is the solution of the linear system during each nonlinear iteration of Newton's method. We present a parallel linear solution scheme using the Krylov subspace-based iterative solver GMRES with a Block-Jacobi preconditioner. The scheme shows promise for real-time dynamics simulation, with a good speed up for a 2383-bus, 327-generator test case. Results obtained for both stable and unstable operating conditions show that real-time simulation speed can be realized by using the proposed parallel linear solution scheme.
引用
收藏
页码:299 / 305
页数:7
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