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Research Article |

ANN-SOGI-based Shunt Active Power Filter for Harmonic Mitigation

Author(s): Sujith M 1*, Vijayakumar G 2, Pardeshi D.B 3, Madhubalan S 4 and Arulanantham D5

Published In : International Journal of Electrical and Electronics Research (IJEER)        Volume 11, Issue 1

Publisher : FOREX Publication

Published : 15 March 2023

e-ISSN : 2347-470X

Page(s) : 97-102

DOI: https://doi.org/10.37391/IJEER.110113

Abstract

In this paper introduces a PV based generation system interlinked with shunt active power filter (SAPF) to provide the effective reactive power compensation and mitigation of harmonics. The SAPF is comprised of a photovoltaic generation system, DC link capacitor and voltage source inverter (VSI). The current harmonics caused by nonlinear loads can be greatly reduced with the help of active power filter. To generate the reference current and the regulation of SAPF, the artificial neural network is proposed. The Second Order Generalized Integrator (SOGI) with Artificial Neural Network (ANN) controller is engaged to calculate the reference source current for SAPF. ANN additionally boasts great compatibility for digital implementation, control performance, and lightning-fast dynamic reaction. To demonstrate the effectiveness and superior concert of the proposed methodology, the designed controller is validated with the help of MATLAB simulations.

Keywords: Shunt Active Power Filter, Artificial Neural Network, Voltage Source Inverter, DC link capacitor




Sujith M*, Department of Electrical Engineering, Sanjivani College of Engineering, Kopargaon, Maharashtra, India; Email: msujithelect@sanjivani.org.in

Vijayakumar G, Department of Electrical Engineering, Sanjivani College of Engineering, Kopargaon, Maharashtra, India

Pardeshi D.B, Department of Electrical Engineering, Sanjivani College of Engineering, Kopargaon, Maharashtra, India

Madhubalan S, Department of Electrical and Electronics Engineering, Sona College of Technology, Salem, Tamilnadu, India

Arulanantham D, Department of Electronics and Communication Engineering, Nandha Engineering College, Erode, Tamilnadu, India

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Sujith M, Vijayakumar G, Pardeshi D.B, Madhubalan S and Arulanantham D (2023), ANN-SOGI-based Shunt Active Power Filter for Harmonic Mitigation. IJEER 11(1), 97-102. DOI: 10.37391/IJEER.110113.