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

Z Gu, G Xiong, 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 …

[HTML][HTML] Numerical procedure for accurate simulation of photovoltaic modules performance based on the identification of the single-diode model parameters

K Tifidat, N Maouhoub, SS Askar, M Abouhawwash - Energy Reports, 2023 - Elsevier
The current work proposes a novel method for photovoltaic (PV) modules' performance
estimation at various weather conditions based on the extraction of the single-diode model's …

Fitness-guided particle swarm optimization with adaptive Newton-Raphson for Photovoltaic Model Parameter Estimation

M Premkumar, S Ravichandran, TJT Hashim… - Applied Soft …, 2024 - Elsevier
This study introduces a new approach for parameter optimization in the four-diode
photovoltaic (PV) model, employing a Dynamic Fitness-Guided Particle Swarm Optimization …

Parameter estimation of different photovoltaic models using hybrid particle swarm optimization and gravitational search Algorithm

J Gupta, A Hussain, MK Singla, P Nijhawan, W Haider… - Applied Sciences, 2022 - mdpi.com
The performance of a typical solar energy-based system can be improved by accurately
modeling the current versus voltage characteristics of the involved solar cells. However …

Improving photovoltaic cell parameter calculations through a puffer fish inspired optimization technique

MK Singla, J Gupta, N Parag, T Ekta, TG Tella… - Heliyon, 2024 - cell.com
The precise estimation of solar PV cell parameters has become increasingly important as
solar energy deployment expands. Due to the intricate and nonlinear characteristics of solar …

A robust multi-objective optimization algorithm for accurate parameter estimation for solar cell models

MK Singla, J Gupta, MH Alsharif, MK Kim, M Aljaidi… - Soft Computing, 2024 - Springer
The accuracy of solar cell models is crucial for enhancing the performance of solar
photovoltaic (PV) systems. However, existing solar cell models lack precise parameters, and …

An efficient approach to parameter extraction of photovoltaic cell models using a new population-based algorithm

A Słowik, K Cpałka, Y Xue, A Hapka - Applied Energy, 2024 - Elsevier
This article discusses the problem of accurate and efficient modeling of photovoltaic (PV)
panels. It is a highly nonlinear problem. The following models were considered: a single …

New analytical expressions of output current for multi-exponential model of PV solar cells and modules based on Taylor series expansion

M Zaimi, K El Ainaoui, EM Assaid - Solar Energy, 2024 - Elsevier
The current–voltage (IV) characteristic equation of single-diode or multi-diode models
describing photovoltaic (PV) solar cells or modules is traditionally based on exponential …

A modified particle swarm optimization rat search algorithm and its engineering application

MK Singla, J Gupta, MH Alsharif, MK Kim - Plos one, 2024 - journals.plos.org
Solar energy generation requires photovoltaic (PV) systems to be optimised, regulated, and
simulated with efficiency. The performance of PV systems is greatly impacted by the …

Grey wolf‐based heuristic methods for accurate parameter extraction to optimize the performance of PV modules

SA Celtek, S Kul, MK Singla, J Gupta… - IET Renewable …, 2024 - Wiley Online Library
Parameterprediction for PV solar cells plays a crucial role in controlling andoptimizing the
performance of PV modules. In this study, the parameter prediction of a four‐diode PV model …