Title :
A new robust identification method for Xq of synchronous generator with steady-state PMU data
Author :
Ancheng Xue ; Junli Zhang ; Tianshu Bi ; Shi Chen ; Wei Tang ; Shijun Hu
Author_Institution :
State Key Lab. of Alternate Electr. Power Syst. with Renewable Energy Sources, North China Electr. Power Univ., Beijing, China
Abstract :
This paper proposes a robust on-line identification method for the synchronous generator´s quadrature-axis synchronous reactance Xq with steady-state PMU (Phasor Measurement Unit) data. Firstly, the mathematical formulation for identification of Xq, which is a least square estimation with the objective of terminal voltage fiting is introduced. And then, the robust Huber estimation, which can eliminate the effects of gross errors among measured data, is presented. Furthermore, the Huber estimation is applied to identification for Xq by modifying its objective function. Simulation results with PSASP data verify the high accuracy and robustness of the proposed method in different situations. Moreover, simulation results with the field data of a 667-MVA generator show the effectiveness of the proposed approaches.
Keywords :
electric reactance; least squares approximations; phasor measurement; synchronous generators; apparent power 667 MVA; least square estimation; on-line identification method; phasor measurement unit data; quadrature-axis synchronous reactance; robust Huber estimation; robust identification method; steady-state PMU data; synchronous generator; terminal voltage fiting; Estimation; Parameter estimation; Phasor measurement units; Robustness; Steady-state; Synchronous generators; Huber estimation; on-line parameter identification; quadrature-axis synchronous reactance; robust least squares;
Conference_Titel :
Power and Energy Society General Meeting (PES), 2013 IEEE
Conference_Location :
Vancouver, BC
DOI :
10.1109/PESMG.2013.6672269