Novel hybrid kepler optimization algorithm for parameter estimation of photovoltaic modules

R Mohamed, M Abdel-Basset, KM Sallam, IM Hezam… - Scientific Reports, 2024 - nature.com
The parameter identification problem of photovoltaic (PV) models is classified as a complex
nonlinear optimization problem that cannot be accurately solved by traditional techniques …

Chaos Game Optimization: A comprehensive study of its variants, applications, and future directions

R Oueslati, G Manita, A Chhabra, O Korbaa - Computer Science Review, 2024 - Elsevier
Abstract Chaos Game Optimization Algorithm (CGO) is a novel advancement in
metaheuristic optimization inspired by chaos theory. It addresses complex optimization …

Comparative analysis of the hybrid gazelle‐Nelder–Mead algorithm for parameter extraction and optimization of solar photovoltaic systems

S Ekinci, D Izci, AG Hussien - IET Renewable Power …, 2024 - Wiley Online Library
The pressing need for sustainable energy solutions has driven significant research in
optimizing solar photovoltaic (PV) systems which is crucial for maximizing energy …

Efficient parameter extraction of photovoltaic models with a novel enhanced prairie dog optimization algorithm

D Izci, S Ekinci, AG Hussien - Scientific Reports, 2024 - nature.com
The growing demand for solar energy conversion underscores the need for precise
parameter extraction methods in photovoltaic (PV) plants. This study focuses on enhancing …

A new modified version of mountain gazelle optimization for parameter extraction of photovoltaic models

D Izci, S Ekinci, M Altalhi, MS Daoud, H Migdady… - Electrical …, 2024 - Springer
This study addresses the challenges in accurately estimating photovoltaic (PV) parameters
for solar energy applications by enhancing parameter extraction processes to improve the …

A new hybrid multi-population GTO-BWO approach for parameter estimation of photovoltaic cells and modules

HH Ali, M Ebeed, A Fathy, F Jurado, TS Babu… - Sustainability, 2023 - mdpi.com
Modeling the photovoltaic (PV) generating unit is one of the most important and crucial tasks
when assessing the accurate performance of the PV system in power systems. The …

Electrical parameters identification for three diode photovoltaic based on the manta ray foraging optimization with dynamic fitness distance balance

M El Marghichi, S Dangoury - Optik, 2024 - Elsevier
This study focuses on the critical task of accurately simulating and operating solar cells and
photovoltaic modules by acquiring essential model parameters through experimental data …

High-performance technique for estimating the unknown parameters of photovoltaic cells and modules based on improved spider wasp optimizer

S Saber, S Salem - Sustainable Machine Intelligence Journal, 2023 - sciencesforce.com
To better estimate the unknown parameters of the double-diode model, a new optimization
technique based on the newly proposed spider wasp optimizer (SWO) is introduced in this …

I-CPA: An Improved Carnivorous Plant Algorithm for Solar Photovoltaic Parameter Identification Problem

A Beşkirli, İ Dağ - Biomimetics, 2023 - mdpi.com
The carnivorous plant algorithm (CPA), which was recently proposed for solving optimization
problems, is a population-based optimization algorithm inspired by plants. In this study, the …

Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques: A …

M Abdel-Basset, R Mohamed, IM Hezam… - Expert Systems with …, 2024 - Elsevier
Accurately estimating the unknown parameters of the photovoltaic (PV) models based on the
measured voltage-current data is a challenging optimization problem due to its high …