Single phase shunt active power filter with simplified ADALINE neural network

Shunt active power filter is known as powerful tool to compensate current harmonics. Previous development of its controller was by using modified ADALINE algorithm for harmonics extraction, which somehow still having complex features. Therefore, this paper presents three major improvements to the al...

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Bibliographic Details
Published in:IET Seminar Digest
Main Author: Mohd Zainuri M.A.A.; Radzi M.A.M.; Abdul Rahman N.F.A.; Soh A.C.; Rahim N.A.
Format: Conference paper
Language:English
Published: Institution of Engineering and Technology 2014
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-84939497869&doi=10.1049%2fcp.2014.1489&partnerID=40&md5=5831e7a6e2a02730f3d8278add32368a
Description
Summary:Shunt active power filter is known as powerful tool to compensate current harmonics. Previous development of its controller was by using modified ADALINE algorithm for harmonics extraction, which somehow still having complex features. Therefore, this paper presents three major improvements to the algorithm in related to sine and cosine vectors, weight updating algorithm, and average square error. The proposed algorithm is designed and developed in shunt APF's controller, and the shunt APF is simulated in MATLAB/Simulink. The simulation results show significant improvement as compared to the previous algorithm.
ISSN:
DOI:10.1049/cp.2014.1489