Analysis of Maximum Correntropy Criterion-based Algorithms for the Control of Shunt Active Power Filter

Shunt active power filters (SAPFs) are a highly efficient and practical solution for mitigating issues related to power quality. The objective of the SAPF is to produce and introduce the necessary electrical current into the power system to remove any unwanted harmonic distortions in the load and achieve a supply power factor of unity. This paper applies three Maximum Correntropy Criterion (MCC) -based algorithms, namely conventional MCC, adaptive kernel width maximum correntropy criterion (AMCC), and switch kernel width maximum correntropy criterion (SMCC), to operate SAPF. Analysis is based on filtering capability, response time, mathematical complexity, and THD in source current. Both open loop and closed loop working of proposed algorithms has been investigated and verified using simulation and experimental results.

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Publication Details

Published
2024-12-10
DOI
https://doi.org/10.1109/piicon63519.2024.10995209
Primary Topic
Power Quality and Harmonics
Type
article
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article

Analysis of Maximum Correntropy Criterion-based Algorithms for the Control of Shunt Active Power Filter

Alka Singh, Uma Nangia, Pankaj Verma
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Power Quality and Harmonics
article

Analysis of Maximum Correntropy Criterion-based Algorithms for the Control of Shunt Active Power Filter

Alka Singh, Uma Nangia, Pankaj Verma
article en

Abstract

Shunt active power filters (SAPFs) are a highly efficient and practical solution for mitigating issues related to power quality. The objective of the SAPF is to produce and introduce the necessary electrical current into the power system to remove any unwanted harmonic distortions in the load and achieve a supply power factor of unity. This paper applies three Maximum Correntropy Criterion (MCC) -based algorithms, namely conventional MCC, adaptive kernel width maximum correntropy criterion (AMCC), and switch kernel width maximum correntropy criterion (SMCC), to operate SAPF. Analysis is based on filtering capability, response time, mathematical complexity, and THD in source current. Both open loop and closed loop working of proposed algorithms has been investigated and verified using simulation and experimental results.

Delhi Technological University (IN)
Affordable and clean energy
Openalex Percentile: Top 72%
Power Quality and Harmonics
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