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Symbolic Reduction For High-Speed Power System Simulation
Oleh:
Siever, William M.
;
Tauritz, Daniel R.
;
Miller, Ann
;
Crow, Mariesa
;
McMillin, Bruce M.
;
Atcitty, Stanley
Jenis:
Article from Journal - ilmiah internasional
Dalam koleksi:
Simulation vol. 84 no. 6 (Jun. 2008)
,
page 297-310.
Topik:
Code generation
;
power system simulation
;
real-time systems
;
sparse systems
;
symbolic and algebraic manipulation
Fulltext:
297.pdf
(537.79KB)
Isi artikel
High-speed simulations of power transmission systems, which often rely on solving nonlinear systems of equations, are an increasingly important tool for training, testing equipment, on-line control and situational awareness. Such simulations, however, suffer from two major problems: (1) they can be too computationally demanding to simulate large, complex systems within appropriate time constraints and (2) they are difficult to develop and debug. Prior work has shown how symbolic computation can be used to help reduce both problems. In this paper, we: (1) review common concepts in power system simulations (2) summarize prior use of symbolic computation in power system simulation (3) explore the advantages and disadvantages achieved via symbolic techniques (4) extend the techniques to solve linear systems via a priori symbolic LU decomposition and (5) demonstrate the advantages of symbolic techniques on a transient event simulation of the IEEE 118-bus test power system, which runs in one-tenth the time of an equivalent traditional (sparse matrix) approach.
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