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 …

A comprehensive review of photovoltaic modules models and algorithms used in parameter extraction

SR Fahim, HM Hasanien, RA Turky, SHEA Aleem… - Energies, 2022 - mdpi.com
Currently, solar energy is one of the leading renewable energy sources that help support
energy transition into decarbonized energy systems for a safer future. This work provides a …

Exponential distribution optimizer (EDO): a novel math-inspired algorithm for global optimization and engineering problems

M Abdel-Basset, D El-Shahat, M Jameel… - Artificial Intelligence …, 2023 - Springer
Numerous optimization problems can be addressed using metaheuristics instead of
deterministic and heuristic approaches. This study proposes a novel population-based …

Young's double-slit experiment optimizer: A novel metaheuristic optimization algorithm for global and constraint optimization problems

M Abdel-Basset, D El-Shahat, M Jameel… - Computer Methods in …, 2023 - Elsevier
Due to the global progress, the optimization problems are becoming more and more
complex. Hence, deterministic and heuristic approaches are no longer adequate for dealing …

On the root mean square error (RMSE) calculation for parameter estimation of photovoltaic models: A novel exact analytical solution based on Lambert W function

M Ćalasan, SHEA Aleem, AF Zobaa - Energy conversion and management, 2020 - Elsevier
In the literature, one can find a lot of methods and techniques employed to estimate single
diode solar photovoltaic (PV) cell parameters. The efficiency of these methods is usually …

Parameter estimation of photovoltaic models using an improved marine predators algorithm

M Abdel-Basset, D El-Shahat, RK Chakrabortty… - Energy Conversion and …, 2021 - Elsevier
The abundance of solar energy as one of the clean energy forms offers a great advantage
as an alternative to non-renewable energy sources. The photovoltaic system is a promising …

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 …

Parameters estimation of solar photovoltaic models via a self-adaptive ensemble-based differential evolution

J Liang, K Qiao, K Yu, S Ge, B Qu, R Xu, K Li - Solar Energy, 2020 - Elsevier
Photovoltaic (PV) system as a vital element in the utilize of solar energy, its optimization,
control, and simulation are significant. The performance of the PV system is mainly …

MPPCEDE: multi-population parallel co-evolutionary differential evolution for parameter optimization

Y Song, D Wu, W Deng, XZ Gao, T Li, B Zhang… - Energy Conversion and …, 2021 - Elsevier
In this paper, a novel multi-population parallel co-evolutionary differential evolution, named
MPPCEDE, is proposed to optimize parameters of photovoltaic (PV) models and enhance …

Parameter extraction of solar photovoltaic models using queuing search optimization and differential evolution

AA Abd El-Mageed, AA Abohany, HMH Saad… - Applied Soft …, 2023 - Elsevier
Given the photovoltaic (PV) model's multi-model and nonlinear properties, extracting its
parameters is a difficult problem to solve. Furthermore, because of the features of the …