Title :
Observability analysis in state estimation: a unified numerical approach
Author :
Castillo, Enrique ; Conejo, Antonio J. ; Pruneda, Rosa E. ; Solares, Cristina
Author_Institution :
Univ. Castilla-La Mancha, Santander, Spain
fDate :
5/1/2006 12:00:00 AM
Abstract :
This paper provides a unified approach to observability checking, critical measurements identification, determination of observable islands, identification of irrelevant boundary injections, and pseudo-measurements selection to restore observability. A robust yet efficient algebraic technique is proposed. Several simple examples are used to illustrate the capabilities of the proposed procedure. Results from large case studies are presented to demonstrate the appropriate computational behavior of the proposed algorithms. Finally, conclusions are duly drawn.
Keywords :
algebra; numerical analysis; observability; power system state estimation; algebraic technique; critical measurements identification; irrelevant boundary injections; observability analysis; observability checking; pseudomeasurement selection; state estimation; unified numerical approach; Algebra; Gaussian processes; Jacobian matrices; Matrix decomposition; Null space; Observability; Power system analysis computing; Power system measurements; Robustness; State estimation; Linear algebra; observability analysis; orthogonal transformation; power system state estimation; space;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2006.873418