Title :
Least squares based estimation of synchronous generator states and parameters with phasor measurement units
Author :
Wehbe, Yasser ; Fan, Lingling ; Miao, Zhixin
Author_Institution :
Dept. of Electr. Eng., Univ. of South Florida, Tampa, FL, USA
Abstract :
This paper investigates the estimation of synchronous generator states and parameters related to angular stability using PMU data. The method proposed in this paper uses finite difference technique and least squares method to evaluate differential equations governing the synchronous machine using a time window of PMU measurements. Sensitivity studies have been carried out to evaluate the impact of system strength, transmission line length, machine controls (exciter and governor) and local load on estimation accuracy. The simulation studies demonstrate the feasibility of the proposed method in dynamic states and parameters estimation.
Keywords :
differential equations; finite difference methods; least mean squares methods; phasor measurement; power system parameter estimation; sensitivity analysis; synchronous generators; PMU measurements; angular stability; differential equation evaluation; finite difference technique; least square based estimation; machine controls; parameter estimation; phasor measurement units; sensitivity study; synchronous generator state estimation; synchronous machine; time window; transmission line length; Estimation; Phasor measurement units; Power transmission lines; Rotors; Synchronous machines; Transient analysis; Phasor measurement unit; dynamic state estimation; finite differences; least squares estimation; parameter estimation; synchronous machine;
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.2012.6336346