Iterative Root-Finding Algorithm for Accurate Parameter Extraction of Solar Photovoltaic Cells

Year 2024, Volume: 37 Issue: 4, 1770 - 1789, 01.12.2024

Moulay Rachid Douırı

https://doi.org/10.35378/gujs.1374222

Abstract

The performance of photovoltaic models depends significantly on the accuracy of their parameters, which are determined by the chosen method and objective function. Extracting these parameters accurately under different environmental conditions is essential to enhance reliability, accuracy, and minimize system costs. In this research, a novel technique is proposed for extracting the electrical parameters of the solar cell single diode model, including saturation current, serial resistance, parallel resistance, and ideality factor. To overcome the challenges posed by the chaotic behavior of the I-V curve equation, an improved Iterative Root-Finding algorithm is introduced. This algorithm acts as an optimization tool, increasing the likelihood of obtaining highly accurate solutions by minimizing the quadratic error between experimental and theoretical characteristics in a shorter time frame. The numerical and experimental results demonstrate the effectiveness of this approach in solar module modeling, showing squared errors approaching zero. This study opens new possibilities for improving the accuracy and reliability of photovoltaic models, leading to more efficient solar energy systems.

Keywords

Parameters extraction, Root-finding algorithm, Single diode model, Solar cells

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