A comprehensive survey on meta-heuristic algorithms for parameter extraction of photovoltaic models

S Li, W Gong, Q Gu - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Photovoltaic (PV) cells are widely used for their clean and sustainable advantages, forcing
researchers to accurately model their characteristics. The behavior of PV cells can be …

[HTML][HTML] Parameter extraction of solar photovoltaic cell and module models with metaheuristic algorithms: A review

Z Gu, G **ong, X Fu - Sustainability, 2023 - mdpi.com
As the photovoltaic (PV) market share continues to increase, accurate PV modeling will have
a massive impact on the future energy landscape. Therefore, it is imperative to convert …

L-SHADE with parameter decomposition for photovoltaic modules parameter identification under different temperature and irradiance

Q Gu, S Li, W Gong, B Ning, C Hu, Z Liao - Applied Soft Computing, 2023 - Elsevier
The performance of photovoltaic (PV) system relies on the accurate determination of
unknown parameters in PV models, such as photo-generated current, diode current, and …

Boosted mutation-based Harris hawks optimizer for parameters identification of single-diode solar cell models

HM Ridha, AA Heidari, M Wang, H Chen - Energy Conversion and …, 2020 - Elsevier
In order to realize the performance of the PV model before being installed, it is often
indispensable to develop reliable and accurate parameter identification methods for dealing …

Parameter's extraction of solar photovoltaic models using an improved differential evolution algorithm

Y Kharchouf, R Herbazi, A Chahboun - Energy Conversion and …, 2022 - Elsevier
Improving the performance of solar photovoltaic systems is reliant on accurately modeling
the cells parameters. However, the identification of the lumped element model parameters …

[HTML][HTML] Gorilla troops optimizer for electrically based single and double-diode models of solar photovoltaic systems

A Ginidi, SM Ghoneim, A Elsayed, R El-Sehiemy… - Sustainability, 2021 - mdpi.com
The extraction of parameters of solar photovoltaic generating systems is a difficult problem
because of the complex nonlinear variables of current-voltage and power-voltage. In this …

Classified perturbation mutation based particle swarm optimization algorithm for parameters extraction of photovoltaic models

J Liang, S Ge, B Qu, K Yu, F Liu, H Yang, P Wei… - Energy Conversion and …, 2020 - Elsevier
With the increasing demand for solar energy, accurate, reliable, and efficient parameters
extraction of photovoltaic models is becoming more significant and difficult. Accordingly, a …

Electrical parameters extraction of PV modules using artificial hummingbird optimizer

R El-Sehiemy, A Shaheen, A El-Fergany, A Ginidi - Scientific Reports, 2023 - nature.com
The parameter extraction of PV models is a nonlinear and multi-model optimization problem.
However, it is essential to correctly estimate the parameters of the PV units due to their …

A new technique for estimation of photovoltaic system and tracking power peaks of PV array under partial shading

O Ragb, H Bakr - Energy, 2023 - Elsevier
In this work, we present Improved electromagnetism-like algorithm and Differential
quadrature technique as new efficient algorithms. Improved electromagnetism-like algorithm …

A hybrid adaptive teaching–learning-based optimization and differential evolution for parameter identification of photovoltaic models

S Li, W Gong, L Wang, X Yan, C Hu - Energy Conversion and Management, 2020 - Elsevier
Photovoltaic (PV) systems play an important role in today's power systems because they can
convert solar energy directly into electricity. However, theirs conversion performance …