Title :
Towards Faster Solution of Large Power Flow Problems
Author :
Idema, Reijer ; Papaefthymiou, George ; Lahaye, Domenico ; Vuik, C. ; van der Sluis, L.
Author_Institution :
Delft Inst. of Appl. Math., Delft Univ. of Technol., Delft, Netherlands
Abstract :
Current and future developments in the power system industry demand fast power flow solvers for larger power flow problems. The established methods are no longer viable for such problems, as they are not scalable in the problem size. In this paper, the use of Newton-Krylov power flow methods is proposed, and a multitude of preconditioning techniques for such methods are discussed and compared. It is shown that incomplete factorizations can perform very well as preconditioner, resulting in a solver that scales in the problem size. It is further shown that using a preconditioned inner-outer Krylov method has no significant advantage over applying the preconditioner directly to the outer iterations. Finally, algebraic multigrid is demonstrated as a preconditioner for Newton-Krylov power flow and argued to be the method of choice in some scenarios.
Keywords :
load flow; matrix decomposition; Newton-Krylov power flow; algebraic multigrid; factorizations; inner-outer Krylov method; power flow problems; power flow solvers; power system industry; preconditioner; preconditioning techniques; Accuracy; Convergence; Equations; Jacobian matrices; Mathematical model; Power systems; Symmetric matrices; Algebraic multigrid; Newton-Krylov methods; flexible inner-outer Krylov methods; incomplete factorizations; power flow analysis; preconditioning;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2252631