Title :
Online estimation of synchronous generator parameters using PRBS perturbations
Author :
Vermeulen, Hendrik J. ; Strauss, Johannes Matthias ; Shikoana, Victor
Author_Institution :
Dept. of Electr. & Electron. Eng., Stellenbosch Univ., South Africa
fDate :
8/1/2002 12:00:00 AM
Abstract :
This paper proposes a technique for online determination of the model parameters of synchronous generators, using pseudorandom binary sequence (PRBS) perturbations applied to the reference input of the automatic voltage regulator (AVR). First-order circuit models and the associated mathematical relationships are given for d-axis and q-axis representations of the generator, and the parameter estimation algorithm and implementation thereof are discussed. Experimental results are given for a 5 kVA round rotor synchronous generator. The estimated parameter values are compared with manufacturer´s data and are also validated by comparing measured and simulated time-domain responses for the d-axis and q-axis currents and the field current. The technique yields good results, particularly for the magnetizing inductances, winding resistances and the field to stator transformation ratio.
Keywords :
binary sequences; inductance; machine control; machine theory; magnetisation; parameter estimation; perturbation techniques; rotors; stators; synchronous generators; time-domain analysis; voltage control; voltage regulators; 5 kVA; automatic voltage regulator; d-axis representations; first-order circuit models; magnetizing inductances; mathematical relationships; online parameters estimation; parameter estimation algorithm; pseudorandom binary sequence perturbations; q-axis representations; round rotor; stator transformation ratio; synchronous generator parameters estimation; time-domain responses; winding resistances; Binary sequences; Circuits; Current measurement; Mathematical model; Parameter estimation; Regulators; Rotors; Synchronous generators; Virtual manufacturing; Voltage;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2002.800915