FIPSO Algorithm Based Energy and Cost Optimization In Microgrid

In this paper, the modified form of well known heuristic PSO search algorithm known as fully informed PSO (FIPSO) algorithm is proposed to optimize the energy and cost to reduce the frequent fluctuation of energy sources output in a microgrid. The conventional PSO suffers from the premature convergence that limit the energy optimization and cost reduction. The effectiveness of the suggested FIPSO algorithm is contrasted with the conventional PSO and it is noticed that the suggested algorithm outperforms the existing method. Several computer simulations have been performed using Matlab environment to investigate the performance of the energy sources with and without optimization algorithm.

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Publication Details

Published
2024-12-20
DOI
https://doi.org/10.1109/iccit64611.2024.11022116
Primary Topic
Microgrid Control and Optimization
Type
article
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article

FIPSO Algorithm Based Energy and Cost Optimization In Microgrid

Md. Shahjahan, Md. Alamgir Hossain
Microgrid Control and Optimization
article

FIPSO Algorithm Based Energy and Cost Optimization In Microgrid

Md. Shahjahan, Md. Alamgir Hossain
article en

Abstract

In this paper, the modified form of well known heuristic PSO search algorithm known as fully informed PSO (FIPSO) algorithm is proposed to optimize the energy and cost to reduce the frequent fluctuation of energy sources output in a microgrid. The conventional PSO suffers from the premature convergence that limit the energy optimization and cost reduction. The effectiveness of the suggested FIPSO algorithm is contrasted with the conventional PSO and it is noticed that the suggested algorithm outperforms the existing method. Several computer simulations have been performed using Matlab environment to investigate the performance of the energy sources with and without optimization algorithm.

Khulna University of Engineering and Technology (BD)
Affordable and clean energy
Openalex Percentile: Top 62%
Microgrid Control and Optimization
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