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Research Paper | Electrical Engineering | India | Volume 12 Issue 12, December 2023 | Popularity: 4.5 / 10

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MPPT Based on Neural Networks for Solar PV Systems with Real time Irradiance Levels

Samia Zehra

Abstract: Solar energy is one of the prominent forms of renewable energy sources that can be used to replace the requirement of fossil fuels up to a certain extent. To harvest solar energy, a photovoltaic (PV) with higher efficiency is required. In order to achieve this higher efficiency of solar PV, it is required to trace the maximum power point (MPP) with a simultaneous change in irradiation and temperature. This article focuses on the achievement of MPP tracking of solar PV through a neural network-based intelligent technique which provides a more accurate and efficient response than conventional techniques like IC (incremental conductance) technique. Mathematical modeling of solar PV is also included in this article.

Keywords: MPPT, Photovoltaic, Neural network, PV modeling, incremental conductance

Edition: Volume 12 Issue 12, December 2023

Pages: 210 - 214

DOI: https://www.doi.org/10.21275/MR231201210627

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