Article (Scientific journals)
Accelerated and Localized Newton Schemes for Faster Dynamic Simulation of Large Power Systems
Fabozzi, Davide; Chieh, Angela; Haut, Bertrand et al.
2013In IEEE Transactions on Power Systems, 28 (4), p. 4936-4947
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Keywords :
time simulation; large-scale systems; differential-algebraic equations; Newton method; bordered block diagonal matrices; Schur complement; localization
Abstract :
[en] 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 sub-matrices 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.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Fabozzi, Davide
Chieh, Angela
Haut, Bertrand
Van Cutsem, Thierry  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation
Language :
English
Title :
Accelerated and Localized Newton Schemes for Faster Dynamic Simulation of Large Power Systems
Publication date :
December 2013
Journal title :
IEEE Transactions on Power Systems
ISSN :
0885-8950
Publisher :
IEEE, Piscataway, United States - New Jersey
Special issue title :
Special Section: Analysis and Simulation of Very Large Power Systems
Volume :
28
Issue :
4
Pages :
4936-4947
Peer reviewed :
Peer Reviewed verified by ORBi
European Projects :
FP7 - 211407 - PEGASE - Pan European Grid Advanced Simulation and state Estimation
Funders :
F.R.S.-FNRS - Fonds de la Recherche Scientifique [BE]
UE - Union Européenne [BE]
CE - Commission Européenne [BE]
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