An intensive and comprehensive overview of JAYA algorithm, its versions and applications

RA Zitar, MA Al-Betar, MA Awadallah, IA Doush… - … Methods in Engineering, 2022 - Springer
In this review paper, JAYA algorithm, which is a recent population-based algorithm is
intensively overviewed. The JAYA algorithm combines the survival of the fittest principle from …

Solar photovoltaic power forecasting: A review

KJ Iheanetu - Sustainability, 2022 - mdpi.com
The recent global warming effect has brought into focus different solutions for combating
climate change. The generation of climate-friendly renewable energy alternatives has been …

[HTML][HTML] Identification of photovoltaic module parameters by implementing a novel teaching learning based optimization with unique exemplar generation scheme …

A Sharma, WH Lim, ESM El-Kenawy, SS Tiang… - Energy Reports, 2023 - Elsevier
The performance evaluation of a Photovoltaic (PV) system heavily relies on accurately
estimating the parameters based on its current—voltage relationships. However, due to the …

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 …

Gradient-based optimizer for parameter extraction in photovoltaic models

AAK Ismaeel, EH Houssein, D Oliva, M Said - IEEE Access, 2021 - ieeexplore.ieee.org
Solar radiation is increasingly used as a clean energy source, and photovoltaic (PV) panels
that contain solar cells (SCs) transform solar energy into electricity. The current-voltage …

Parameters identification of photovoltaic models using a differential evolution algorithm based on elite and obsolete dynamic learning

J Zhou, Y Zhang, Y Zhang, WL Shang, Z Yang, W Feng - Applied Energy, 2022 - Elsevier
The performance of photovoltaic (PV) cell is affected by the model structure and
corresponding parameters. However, these parameters are adjustable and variable, which …

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 …

Modified whale optimization algorithm for solar cell and PV module parameter identification

X Ye, W Liu, H Li, M Wang, C Chi, G Liang… - …, 2021 - Wiley Online Library
The whale optimization algorithm (WOA) is a powerful swarm intelligence method which has
been widely used in various fields such as parameter identification of solar cells and PV …

Parameter extraction of photovoltaic models using a memory-based improved gorilla troops optimizer

M Abdel-Basset, D El-Shahat, KM Sallam… - Energy Conversion and …, 2022 - Elsevier
The parameter extraction of the PV model is a challenging issue owing to its multi-model
and nonlinear characteristics. Moreover, these characteristics of the problem render the …

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 …