DocumentCode
1913828
Title
Real-Time Power System Dynamics Simulation Using a Parallel Block-Jacobi Preconditioned Newton-GMRES Scheme
Author
Abhyankar, Shrirang ; Flueck, Alexander J.
Author_Institution
Math. & Comput. Sci. Div., Argonne Nat. Lab., Argonne, IL, USA
fYear
2012
fDate
10-16 Nov. 2012
Firstpage
299
Lastpage
305
Abstract
Real-time dynamics simulation of large-scale power systems is a computational challenge because of the need to solve a large set of stiff, nonlinear differential-algebraic equations. The main bottleneck in these simulations is the solution of the linear system during each nonlinear iteration of Newton´s method. We present a parallel linear solution scheme using the Krylov subspace-based iterative solver GMRES with a BlockJacobi preconditioner. The scheme shows promise for real-time dynamics simulation, with a good speed up for a 2383-bus, 327-generator test case. Results obtained for both stable and unstable operating conditions show that real-time simulation speed can be realized by using the proposed parallel linear solution scheme.
Keywords
Newton method; digital simulation; parallel processing; power engineering computing; power grids; real-time systems; Krylov subspace based iterative solver GMRES; Newtons method; linear system; nonlinear differential-algebraic equations; nonlinear iteration; parallel block Jacobi preconditioned newton GMRES scheme; power grid dynamics; real-time power system dynamics simulation; Block Jacobi Preconditioner; Newton-GMRES; PETSc; Parallel Computing; Transient Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing, Networking, Storage and Analysis (SCC), 2012 SC Companion:
Conference_Location
Salt Lake City, UT
Print_ISBN
978-1-4673-6218-4
Type
conf
DOI
10.1109/SC.Companion.2012.48
Filename
6495830
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