Single phase shunt active power filter with simplified ADALINE neural network

Citation

Mohd Zainuri, Muhammad Ammirrul Atiqi and Mohd Radzi, Mohd Amran and Abdul Rahman, Nor Farahaida and Che Soh, Azura and Abd Rahim, Nasrudin (2014) Single phase shunt active power filter with simplified ADALINE neural network. In: 3rd IET International Conference on Clean Energy and Technology (CEAT 2014), 24-26 Nov. 2014, Kuching, Sarawak, Malaysia. .

Abstract

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.

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Additional Metadata

Item Type:	Conference or Workshop Item (Paper)
Divisions:	Faculty of Engineering
DOI Number:	https://doi.org/10.1049/cp.2014.1489
Publisher:	IET
Keywords:	Active power filter; ADALINE; Artificial neural network; Power quality; Harmonics
Depositing User:	Nabilah Mustapa
Date Deposited:	12 Jun 2019 07:38
Last Modified:	12 Jun 2019 07:38
Altmetrics:	http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1049/cp.2014.1489
URI:	http://psasir.upm.edu.my/id/eprint/69247
Statistic Details:	View Download Statistic

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