DocumentCode :
165
Title :
A Parallel Reduced-Space Interior Point Method With Orthogonal Collocation for First-Swing Stability Constrained Emergency Control
Author :
Quanyuan Jiang ; Yun Wang ; Guangchao Geng
Author_Institution :
Coll. of Electr. Eng., Zhejiang Univ., Hangzhou, China
Volume :
29
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
84
Lastpage :
92
Abstract :
First-swing stability constrained emergency control (FSCEC) enhances power system transient stability during large disturbances, but is difficult to solve for larger systems because of its computational complexity. The method proposed in this work guarantees first swing transient stability by using a parallel reduced-space interior point method (IPM) with orthogonal collocation to solve FSCEC problems. This novel algorithm discretizes differential-algebraic equations using orthogonal collocation, which leads to a relatively low problem dimension, and accelerates the optimization process through a reduced-space technique by utilizing the property of small degrees of freedom after numerical discretization. Furthermore, a two-level parallelism is explored in reduced-space IPM (RIPM) algorithm and implemented with state-of-the-art parallelization techniques. The proposed approach was benchmarked on a Beowulf cluster with 64 CPU cores to show its excellent computational efficiency.
Keywords :
computational complexity; differential algebraic equations; optimisation; power system control; power system transient stability; Beowulf cluster; CPU cores; FSCEC problems; RIPM algorithm; computational complexity; differential-algebraic equations; first-swing stability constrained emergency control; numerical discretization; optimization process; orthogonal collocation; parallel reduced-space interior point method; power system transient stability; reduced-space IPM algorithm; small degrees of freedom; Finite element analysis; Generators; Mathematical model; Numerical stability; Power capacitors; Power system stability; Stability criteria; First-swing stability constrained emergency control; orthogonal collocation discretization; parallel computing; reduced-space interior point method;
fLanguage :
English
Journal_Title :
Power Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
0885-8950
Type :
jour
DOI :
10.1109/TPWRS.2013.2275175
Filename :
6589205
Link To Document :
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