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An Application of Ant Colony-Fuzzy Logic Controller for Shunt Active Filter in PV-UPQC

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Titel: An Application of Ant Colony-Fuzzy Logic Controller for Shunt Active Filter in PV-UPQC
Autoren: K. Sahithi, N. Yadaiah
Quelle: International Transactions on Electrical Engineering and Computer Science, Vol 4, Iss 3 (2025)
Verlagsinformationen: International Transactions on Electrical Engineering and Computer Science, 2025.
Publikationsjahr: 2025
Schlagwörter: UPQC integrated with renewable energy (PV), Harmonics, Shunt Active Power Filter, Fuzzy Controller, Electrical engineering. Electronics. Nuclear engineering, Ant Colony Optimization, TK1-9971
Beschreibung: This paper presents an intelligent, optimized control approach designed to enhance the quality of power in power grids. It achieves this by integrating a Shunt Active Filter (SAF) with a UPQC with a renewable energy source (photovoltaic). The Shunt Active Power Filter (SAPF) is controlled using Ant Colony Optimization (ACO), a warm-based algorithm that draws inspiration from how ants forage for food. This ACO algorithm dynamically tunes the control parameters of the current reference generation mechanism, resulting in improved harmonic compensation. The effectiveness of this ACO-based controller is measured against conventional Proportional Integral (PI) and Fuzzy Logic Controllers (FLC). The simulation results clearly demonstrate the outstanding performance of the proposed ACO-SAPF. This is evident through a considerable reduction in Harmonic Distortion (THD), a more rapid dynamic behavior, and improved quality of voltage and quality of current, even when load and generation conditions fluctuate.
Publikationsart: Article
ISSN: 2583-6471
DOI: 10.62760/iteecs.4.3.2025.142
Zugangs-URL: https://doaj.org/article/a932f739e0ed408e96970641f91174a6
Rights: CC BY
Dokumentencode: edsair.doi.dedup.....63778f797fae5bce74bcfd2b2ae4b58d
Datenbank: OpenAIRE
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  Data: An Application of Ant Colony-Fuzzy Logic Controller for Shunt Active Filter in PV-UPQC
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  Data: <searchLink fieldCode="AR" term="%22K%2E+Sahithi%22">K. Sahithi</searchLink><br /><searchLink fieldCode="AR" term="%22N%2E+Yadaiah%22">N. Yadaiah</searchLink>
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  Data: International Transactions on Electrical Engineering and Computer Science, Vol 4, Iss 3 (2025)
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  Data: International Transactions on Electrical Engineering and Computer Science, 2025.
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  Data: 2025
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  Data: <searchLink fieldCode="DE" term="%22UPQC+integrated+with+renewable+energy+%28PV%29%22">UPQC integrated with renewable energy (PV)</searchLink><br /><searchLink fieldCode="DE" term="%22Harmonics%22">Harmonics</searchLink><br /><searchLink fieldCode="DE" term="%22Shunt+Active+Power+Filter%22">Shunt Active Power Filter</searchLink><br /><searchLink fieldCode="DE" term="%22Fuzzy+Controller%22">Fuzzy Controller</searchLink><br /><searchLink fieldCode="DE" term="%22Electrical+engineering%2E+Electronics%2E+Nuclear+engineering%22">Electrical engineering. Electronics. Nuclear engineering</searchLink><br /><searchLink fieldCode="DE" term="%22Ant+Colony+Optimization%22">Ant Colony Optimization</searchLink><br /><searchLink fieldCode="DE" term="%22TK1-9971%22">TK1-9971</searchLink>
– Name: Abstract
  Label: Description
  Group: Ab
  Data: This paper presents an intelligent, optimized control approach designed to enhance the quality of power in power grids. It achieves this by integrating a Shunt Active Filter (SAF) with a UPQC with a renewable energy source (photovoltaic). The Shunt Active Power Filter (SAPF) is controlled using Ant Colony Optimization (ACO), a warm-based algorithm that draws inspiration from how ants forage for food. This ACO algorithm dynamically tunes the control parameters of the current reference generation mechanism, resulting in improved harmonic compensation. The effectiveness of this ACO-based controller is measured against conventional Proportional Integral (PI) and Fuzzy Logic Controllers (FLC). The simulation results clearly demonstrate the outstanding performance of the proposed ACO-SAPF. This is evident through a considerable reduction in Harmonic Distortion (THD), a more rapid dynamic behavior, and improved quality of voltage and quality of current, even when load and generation conditions fluctuate.
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      – SubjectFull: UPQC integrated with renewable energy (PV)
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      – SubjectFull: Harmonics
        Type: general
      – SubjectFull: Shunt Active Power Filter
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      – TitleFull: An Application of Ant Colony-Fuzzy Logic Controller for Shunt Active Filter in PV-UPQC
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