Application of hybrid chaotic particle swarm optimization and slime mould algorithm to optimally estimate the parameter of fuel cell and solar PV system

J Gupta, S Beryozkina, M Aljaidi, MK Singla… - International Journal of …, 2024 - Elsevier
Through the use of fuel cells and photovoltaic (PV) solar cells, green energy has become
one of the most popular developments in electricity generation in recent years. Accurate …

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 …

An enhanced efficient optimization algorithm (EINFO) for accurate extraction of proton exchange membrane fuel cell parameters

MK Singla, MH Hassan, J Gupta, F Jurado, P Nijhawan… - Soft Computing, 2023 - Springer
In order to assure accurate modelling, this study presents a new technique for appropriately
modelling and simulating a proton exchange membrane fuel cell (PEMFC) system. The …

Parameter estimation of fuel cells using a hybrid optimization algorithm

MK Singla, J Gupta, B Singh, P Nijhawan… - Sustainability, 2023 - mdpi.com
Because of the current increase in energy requirement, reduction in fossil fuels, and global
warming, as well as pollution, a suitable and promising alternative to the non-renewable …

Optimal estimation of proton exchange membrane fuel cell model parameters based on an improved chicken swarm optimization algorithm

T Wang, H Huang, X Li, X Guo, M Liu… - International Journal of …, 2023 - Taylor & Francis
Proton exchange membrane fuel cell (PEMFC) has been gradually applied in new energy
vehicles, aviation and other industries, attracting widespread attention. Accurately identifying …

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 …

Parameter estimation of three diode solar PV cell using chaotic dragonfly algorithm

MK Singla, P Nijhawan, AS Oberoi - Soft Computing, 2022 - Springer
The efficiency of a photovoltaic system may be increased with the use of effective solar PV
cell modelling. Solar cell characteristics with flaws, on the other hand, have an unfavorable …

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 …

Application of RSAPSO Hybrid Optimizer for Parameter Extraction of Solar PV Cell Models under Temperature Variations

MK Singla, J Gupta, P Nijhawan… - Electric Power …, 2024 - Taylor & Francis
Accurate modeling of photovoltaic (PV) modules/cells is crucial for evaluating the efficiency
of solar PV systems. However, the lack of specific parameters of solar cells, which are not …

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 …