Title :
Three-phase harmonic state estimation using SVD for partially observable systems
Author :
Yu, K.K.C. ; Watson, N.R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Canterbury Univ., Christchurch, New Zealand
Abstract :
This paper looks at a three-phase harmonic state estimation algorithm that utilizes singular value decomposition (SVD) to increase solvability for partially observable systems and eliminate the need of observability analysis prior to state estimation. For comparison, a non-least squares solution i.e. an arbitrary solution is also supplied to the algorithm and the results are compared with the SVD approach. The comparison shows a noticeable improvement with the use of SVD and pseudo-inverse, however its computation is much more complex than estimation using normal equation.
Keywords :
power system harmonics; power system state estimation; singular value decomposition; SVD; nonleast squares solution; normal equation; partially observable systems; singular value decomposition; three-phase harmonic state estimation; Distortion measurement; Noise measurement; Null space; Observability; Power harmonic filters; Power measurement; Power system harmonics; Singular value decomposition; State estimation; Vectors;
Conference_Titel :
Power System Technology, 2004. PowerCon 2004. 2004 International Conference on
Print_ISBN :
0-7803-8610-8
DOI :
10.1109/ICPST.2004.1459961