Title :
Time domain modeling and identification of nonlinear loads using discrete time-filtering estimator
Author :
Al-Kandari, Abdulrahman ; EL-Naggar, Khaled M.
Author_Institution :
Dept. of Electr. Eng., College of Technol. Studies, Kuwait
Abstract :
Non-linear loads result in harmonic voltage and current waveforms. This prompted the need for accurate harmonic impedance or admittance measurement technique. This work presents a fast and efficient on line identification of non-linear loads in power systems. The proposed technique is an application of a discrete time-dynamic filter based on stochastic estimation theory, which is suitable for estimating parameters in noisy environment. The algorithm uses sets of digital samples of the distorted voltage and current waveforms of the non-linear load to estimate the harmonic contents of these two signals. The non-linear load admittance is then calculated from these contents. The method is tested using practical data. Results are reported and compared with those obtained using the conventional least error squares technique. In addition of the very accurate results obtained, the method can detect and reject bad measurements. This can be considered as a very important advantage over the conventional least square method.
Keywords :
discrete time filters; least squares approximations; load (electric); power system harmonics; power system identification; recursive estimation; stochastic processes; time-domain analysis; accurate harmonic impedance; admittance measurement technique; conventional least error squares technique; current waveforms; discrete time-filtering estimator; harmonic voltage; nonlinear loads; stochastic estimation theory; time domain modeling; Admittance measurement; Estimation theory; Filtering theory; Impedance; Power harmonic filters; Power system harmonics; Power system measurements; Power system modeling; Stochastic processes; Voltage;
Conference_Titel :
Transmission and Distribution Conference and Exposition, 2003 IEEE PES
Print_ISBN :
0-7803-8110-6
DOI :
10.1109/TDC.2003.1335169