Title :
A Novel Method for Noninvasive Estimation of Utility Harmonic Impedance Based on Complex Independent Component Analysis
Author :
Karimzadeh, Farzad ; Esmaeili, Saeid ; Hosseinian, Seyed Hossein
Author_Institution :
Energy Dept., Grad. Univ. of Adv. Technol., Kerman, Iran
Abstract :
This paper presents a new noninvasive method for calculating utility harmonic impedance at the point of common coupling (PCC). The proposed method is based on a statistical signal-processing technique, known as independent component analysis (ICA). The complex ICA technique is applied to the equations derived from Northon equivalent circuit model at the PCC in order to estimate the utility harmonic current values. Then, the estimated values of the utility harmonic current are used in an optimization problem to calculate the utility harmonic impedance. Due to considering the utility harmonic current variations in utility harmonic impedance calculation, the proposed method is relatively robust against the background harmonic fluctuations. The results obtained from computer simulation and a real case study verify the effectiveness of the proposed method.
Keywords :
equivalent circuits; independent component analysis; power supply quality; power system harmonics; Northon equivalent circuit model; complex ICA technique; complex independent component analysis; noninvasive estimation method; point of common coupling; statistical signal-processing technique; utility harmonic current; utility harmonic impedance; Harmonic analysis; Impedance; Integrated circuits; Power harmonic filters; Vectors; Voltage measurement; Background harmonic; harmonic impedance; noninvasive method; power quality (PQ);
Journal_Title :
Power Delivery, IEEE Transactions on
DOI :
10.1109/TPWRD.2015.2398820