Back to Search Start Over

Implementation of Empirical Mode Decomposition Based Algorithm for Shunt Active Filter.

Authors :
Shukla, Stuti
Mishra, Sukumar
Singh, Bhim
Kumar, Shailendra
Source :
IEEE Transactions on Industry Applications; May/Jun2017, Vol. 53 Issue 3, p2392-2400, 9p
Publication Year :
2017

Abstract

In this paper, an online empirical mode decomposition (EMD) based algorithm is proposed for the control of a shunt active filter (AF). Standard EMD algorithm has worked on the principle of time-scale difference between the upper maximum values and lower minimum values of a signal, and for a long time it has been considered good for offline analysis of signals. This paper deals with the real-time application of EMD for the control of AF under balanced and unbalanced loads. Linear interpolators are employed for construction of upper and lower envelopes to avoid computation complexity. Moreover, customized iterative computations for extraction of intrinsic mode functions maintain the efficiency of algorithm. The algorithm extracts the fundamental component of load current and helps in estimating reference currents. Simulations are performed on MATLAB/Simulink platforms. Simulation results are verified with experimental results of a developed prototype of shunt AF. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
00939994
Volume :
53
Issue :
3
Database :
Complementary Index
Journal :
IEEE Transactions on Industry Applications
Publication Type :
Academic Journal
Accession number :
123714883
Full Text :
https://doi.org/10.1109/TIA.2017.2677364