Title :
PMU based robust state estimation using scaling
Author :
Göl, Murat ; Abur, Ali
Author_Institution :
Electr. & Comput. Eng. Dept., Northeastern Univ., Boston, MA, USA
Abstract :
State estimation problem is commonly solved by the weighted least squares (WLS) method, which is known to be non-robust, i.e. it fails in the presence of a single bad measurement. A more robust alternative is the least absolute value (LAV) estimator which can automatically reject bad-data in the absence of the so called leverage measurements. When using only measurements provided by phasor measurement units (PMU), it can be shown that leverage measurements can be eliminated easily by strategic scaling. Hence, in this paper it is argued that when using PMU measurements, LAV estimator will provide a robust alternative to the WLS.
Keywords :
least squares approximations; phasor measurement; power system state estimation; LAV estimator; PMU based robust state estimation; WLS method; least absolute value; leverage measurements; phasor measurement units; strategic scaling; weighted least squares; Current measurement; Impedance measurement; Phasor measurement units; Power systems; Robustness; State estimation; Least Absolute Value; Phasor Measurement Units; State Estimation;
Conference_Titel :
North American Power Symposium (NAPS), 2012
Conference_Location :
Champaign, IL
Print_ISBN :
978-1-4673-2306-2
Electronic_ISBN :
978-1-4673-2307-9
DOI :
10.1109/NAPS.2012.6336381