DocumentCode :
1361180
Title :
Fundamental concepts of a Krylov subspace power flow methodology
Author :
Semlyen, Adam
Author_Institution :
Dept. of Electr. & Comput. Eng., Toronto Univ., Ont., Canada
Volume :
11
Issue :
3
fYear :
1996
fDate :
8/1/1996 12:00:00 AM
Firstpage :
1528
Lastpage :
1537
Abstract :
The well established power flow methods-Gauss-Seidel, Newton-Raphson, and fast decoupled load flow-are all based an major, classical methodologies of applied mathematics. The Krylov subspace power flow (KSPF) method presented in this paper uses a newer, very successful approach-the Krylov subspace methodology-developed in applied linear algebra for the iterative solution of large, sparse systems of linear equations. The method has been adapted to nonlinear equations and used for the solution of the power flow problem with either an approximation of the Jacobian, as in the fast decoupled load flow, or in a direct Newton-like manner but without explicitly forming the Jacobian. Convergence rates are from linear to almost quadratic. The general methodology is described as well as its application to the power flow problem. The main advantage of KSPF is that no matrix factorizations, only sparse matrix-vector multiplications or evaluations of residuals, are used. Preliminary tests suggest that KSPF may become a competitive alternative to existing methods, especially in the case of large power systems
Keywords :
Jacobian matrices; Newton method; convergence of numerical methods; iterative methods; load flow; microcomputer applications; nonlinear equations; power system analysis computing; 486 PC; Jacobian approximation; Krylov subspace power flow methodology; computer simulation; direct Newton-like method; iterative solution; linear algebra; nonlinear equations; power systems; residuals evaluation; sparse linear equation systems; sparse matrix-vector multiplications; Algebra; Gaussian processes; Iterative methods; Jacobian matrices; Load flow; Mathematics; Nonlinear equations; Power systems; Sparse matrices; System testing;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/59.535694
Filename :
535694
Link To Document :
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