Title :
Harmonic source estimation: A new approach for the localization of nonlinear loads
Author :
Antona, Gabriele D. ; Muscas, Carlo ; Sulis, Sara
Author_Institution :
Dept. of Energy, Politec. di Milano, Milano
fDate :
Sept. 28 2008-Oct. 1 2008
Abstract :
This paper proposes a novel procedure, based on a Bayesian approach, aimed at giving distribution network operators information about the possible presence of harmonic producing loads, along with an indication about the reliability of such information. Given that too many measurement instruments are needed for a complete observation of the electric quantities, a model based state estimation technique is proposed here. It exploits the few real time measurements and all the other available information to estimate the harmonic currents injected by the nonlinear loads. The robustness of the procedure with respect to the possible variations in the power demanded by the loads and in their harmonic behavior is investigated by means of Monte Carlo simulations. The theoretical fundamentals of the method are discussed and some results relevant to a simple distribution network are presented.
Keywords :
Bayes methods; Monte Carlo methods; harmonic distortion; power distribution reliability; power supply quality; power system harmonics; power system state estimation; Bayesian approach; Monte Carlo simulations; distribution network operators information reliability; electric quantities; harmonic source estimation; measurement instruments; model based state estimation technique; nonlinear load localization; power quality; Bayesian methods; Costs; Frequency estimation; Instruments; Monitoring; Observability; Pollution measurement; State estimation; Uncertainty; Voltage; Bayesian estimation; Monte Carlo; State Estimation; electric distribution system; localization of harmonic sources;
Conference_Titel :
Harmonics and Quality of Power, 2008. ICHQP 2008. 13th International Conference on
Conference_Location :
Wollongong, NSW
Print_ISBN :
978-1-4244-1771-1
Electronic_ISBN :
978-1-4244-1770-4
DOI :
10.1109/ICHQP.2008.4668851