Investigation on load harmonic reduction through solar-power utilization in intermittent SSFI using particle swarm, genetic, and modified firefly optimization algorithms

Johny Renoald Albert, Aditi Sharma, B. Rajani, Ashish Mishra, Ankur Saxena, C. Nandagopal, Shivlal Mewada

Research output: Contribution to journalArticlepeer-review

71 Citations (Scopus)

Abstract

A new Symmetric Solar Fed Inverter (SSFI) proposed with a reduced number of components compared to the classical, modified, conventional type of Multilevel Inverter (MLI). The objective of this architecture is to design fifteen-level SSFI, this circuit uses a single switch with minimizing harmonics, and Modulation Index (MI) values. Power Quality (PQ) is developed by using the optimization algorithms like as Particle Swarm Optimization (PSO), Genetic algorithm (GA), Modified Firefly Algorithm (MFA). It's determined to generate the gating pulse and finding optimum firing angle values calculate as per the input of MPP intelligent controller schemes. The proposed circuit is solar fed inverter used for optimization techniques governed by switching controller approach delivers a major task. The comparison is made for different optimization algorithm has significantly reduced the harmonic content by varying the modulation index and switching angle values. SSFI generates low distortion output uses through without any additional filter component through utilizing MATLAB Simulink software (2020a). The SSFI circuit assist Xilinx Spartan 3-AN Filed Program Gate Array (FPGA) tuned by optimization techniques are presented for the effectiveness of the proposed model.

Original languageEnglish
Pages (from-to)4117-4133
Number of pages17
JournalJournal of Intelligent and Fuzzy Systems
Volume42
Issue number4
DOIs
Publication statusPublished - 2022
Externally publishedYes

Keywords

  • Symmetric solar fed inverter
  • genetic algorithm
  • modified firefly algorithm
  • particle swarm optimization
  • power quality

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