DocumentCode
105343
Title
Accelerated and Localized Newton Schemes for Faster Dynamic Simulation of Large Power Systems
Author
Fabozzi, Davide ; Chieh, Angela S. ; Haut, Bertrand ; Van Cutsem, Thierry
Author_Institution
Dept. of Electr. Eng. & Comput. Sci. (Montefiore Inst.), Univ. of Liege, Liège, Belgium
Volume
28
Issue
4
fYear
2013
fDate
Nov. 2013
Firstpage
4936
Lastpage
4947
Abstract
This paper proposes two methods to speed up the demanding time-domain simulations of large power system models. First, the sparse linear system to solve at each Newton iteration is decomposed according to its bordered block diagonal structure in order to solve only those parts that need to be solved and update only submatrices of the Jacobian that need to be updated. This brings computational savings without degradation of accuracy. Next, the Jacobian structure is further exploited to localize the system response, i.e., involve only the components identified as active, with an acceptable and controllable decrease in accuracy. The accuracy and computational savings are assessed on a large-scale test system.
Keywords
Jacobian matrices; Newton method; power system simulation; time-domain analysis; Jacobian submatrices; Newton iteration; accelerated Newton Schemes; bordered block diagonal structure; faster dynamic simulation; large power system models; large-scale test system; localized Newton schemes; sparse linear system; time-domain simulations; Acceleration; Computational modeling; Equations; Jacobian matrices; Mathematical model; Power system dynamics; Vectors; Bordered block diagonal (BBD) matrices; Newton method; Schur complement; differential-algebraic equations; large-scale systems; localization; time simulation;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2013.2251915
Filename
6485016
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