Solving the nonlinear power flow equations with an inexact Newton method using GMRES

被引:54
作者
Flueck, AJ [1 ]
Chiang, HD
机构
[1] IIT, Chicago, IL 60616 USA
[2] Cornell Univ, Sch Elect Engn, Ithaca, NY 14853 USA
基金
美国国家科学基金会;
关键词
D O I
10.1109/59.667330
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 presents a detailed investigation into the effectiveness of iterative methods in solving the linear system subproblem of a Newton power flow solution process. An exact Newton method employing an LU factorization has been one of the most widely used power flow solution algorithms, due to the efficient minimum degree ordering techniques that attempt to minimize fill-in. However, the LU factorization remains a computationally expensive task that can be avoided by the use of an iterative method in solving the linear subproblem. An inexact Newton method with a preconditioned Generalized Minimal Residual (GMRES [12]) linear solver is presented as a promising alternative for solving the power flow equations. When combined with a good duality preconditioner, the Newton-GMRES method achieves a better than 50% reduction in computation, compared to Newton-LU, for two large-scale power systems: one with 3493 buses and 6689 branches, another with 8027 buses and 13765 branches.
引用
收藏
页码:267 / 273
页数:7
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