Title :
Frequency Adaptive Least-Squares-Kalman Technique for Real-Time Voltage Envelope and Flicker Estimation
Author :
Sadinezhad, Iman ; Agelidis, Vassilios G.
Author_Institution :
Sch. of Electr. Eng. & Telecommun., Univ. of New South Wales, Sydney, NSW, Australia
Abstract :
This paper presents real-time implementation of a new frequency adaptive least-squares-Kalman (LSK) technique to monitor voltage flicker and fluctuations in power system. The proposed method is based on a two-level mathematical model of a voltage waveform. A simple low computation frequency tracking method is also introduced. The least-squares (LS) optimization algorithm extracts the fundamental frequency component of the voltage and updates its internal model based on the estimated frequency of the voltage waveform. The Kalman filter, which works in combination with the LS algorithm, is developed to predict the instantaneous voltage flicker level. The proposed method is robust and adaptive and is evaluated experimentally through real-time implementation with a widely available digital control board.
Keywords :
adaptive Kalman filters; digital control; frequency estimation; least squares approximations; optimisation; power filters; power systems; LS optimization algorithm; digital control board; flicker estimation; frequency adaptive LSK filter technique; frequency adaptive least-squares-Kalman filter technique; instantaneous voltage flicker level prediction; least-square optimization algorithm; low computation frequency tracking method; power system fluctuation; real-time voltage envelope; two-level mathematical model; voltage flicker monitoring; voltage fundamental frequency component; voltage waveform frequency estimation; Estimation; Frequency estimation; Harmonic analysis; Kalman filters; Power harmonic filters; Predictive models; Voltage fluctuations; Adaptive Kalman filtering; envelope detection; frequency estimation; least-squares method; power quality (PQ); voltage flicker;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2011.2159950