Development of renewable energy fed three-level hybrid active filter for EV charging station load using Jaya grey wolf optimization

  • Koganti Srilakshmi
  • , D. Teja Santosh
  • , Alapati Ramadevi
  • , Praveen Kumar Balachandran
  • , Ganesh Prasad Reddy
  • , Aravindhababu Palanivelu
  • , Ilhami Colak
  • , C. Dhanamjayulu
  • , Ravi Kumar Chinthaginjala
  • , Baseem Khan

Research output: Contribution to journalArticlepeer-review

35 Citations (Scopus)

Abstract

This work develops a hybrid active power filter (HAPF) in this article to operate in conjunction with the energy storage system (ESS), wind power generation system (WPGS), and solar energy system (SES). It employs three level shunt voltage source converters (VSC) connected to the DC-bus. Optimization of the gain values of the fractional-order proportional integral derivative controller (FOPIDC) and parameter values of the HAPF is achieved using the Jaya grey wolf hybrid algorithm (GWJA). The primary objectives of this study, aimed at enhancing power quality (PQ), include: (1) ensuring swift stabilization of DC link capacitor voltage (DCLCV); (2) reducing harmonics and improving power factor (PF); (3) maintaining satisfactory performance under different combinations of loads like EV charging load, non linear load and solar irradiation conditions. The proposed controller's performance is evaluated through three test scenarios featuring different load configurations and irradiation levels. Additionally, the HAPF is subjected to design using other optimization algorithms such as genetic algorithm (GA), particle swarm optimization (PSO), and ant colony optimization (ACO) to assess their respective contributions to PQ improvement.

Original languageEnglish
Article number4429
JournalScientific Reports
Volume14
Issue number1
DOIs
Publication statusPublished - Dec 2024
Externally publishedYes

Keywords

  • Fractional order proportional integral controller
  • Harmonic distortion
  • Hybrid power filter

ASJC Scopus subject areas

  • Multidisciplinary

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