Artificial intelligence in sustainable energy industry: Status Quo, challenges and opportunities

T Ahmad, D Zhang, C Huang, H Zhang, N Dai… - Journal of Cleaner …, 2021 - Elsevier
The energy industry is at a crossroads. Digital technological developments have the
potential to change our energy supply, trade, and consumption dramatically. The new …

Identification of unknown parameters of solar cell models: A comprehensive overview of available approaches

R Abbassi, A Abbassi, M Jemli, S Chebbi - Renewable and Sustainable …, 2018 - Elsevier
Solar energy is increasingly attracting the attention of industry and academia. This
heightened focus is mainly motivated by the challenge to contribute to fossil fuels' alternative …

Parameter estimation of solar PV models with a new proposed war strategy optimization algorithm

TSLV Ayyarao, PP Kumar - International Journal of Energy …, 2022 - Wiley Online Library
A photovoltaic (PV) module or a solar cell is electrically characterized by a circuit model with
specific parameters. For a PV system simulation and operation, the solar cell parameters …

A battery digital twin from laboratory data using wavelet analysis and neural networks

R Di Fonso, R Teodorescu, C Cecati… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Lithium-ion (Li-ion) batteries are the preferred choice for energy storage applications. Li-ion
performances degrade with time and usage, leading to a decreased total charge capacity …

Wind-driven optimization technique for estimation of solar photovoltaic parameters

D Mathew, C Rani, MR Kumar, Y Wang… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
In order to increase the efficiency of the solar photovoltaic (PV) system, accurate electrical
modeling of the system under different environmental conditions is necessary. The double …

A new parameter estimation method of solar photovoltaic

U Jadli, P Thakur, RD Shukla - IEEE Journal of Photovoltaics, 2017 - ieeexplore.ieee.org
The accuracy in electrical model parameters of solar photovoltaic (PV), such as photon
current, the diode dark saturation current, series resistance, shunt resistance, and diode …

A reliable approach for modeling the photovoltaic system under partial shading conditions using three diode model and hybrid marine predators-slime mould …

D Yousri, A Fathy, H Rezk, TS Babu… - Energy Conversion and …, 2021 - Elsevier
In this article, the triple diode model (TDM) is studied for modeling the Canadian-Solar-
CS6P-240P poly-crystalline PV module, Kyocera Solar KC200GT multi-crystalline PV …

An adaptive wind-driven optimization algorithm for extracting the parameters of a single-diode PV cell model

IA Ibrahim, MJ Hossain, BC Duck… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
This paper presents a new methodology to extract the unknown parameters of a single-
diode photovoltaic (PV) cell model. The first contribution of this paper is the development …

A new grey wolf optimization-based parameter estimation technique of solar photovoltaic

N Rawat, P Thakur, AK Singh, A Bhatt… - Sustainable Energy …, 2023 - Elsevier
Firstly, this paper develops a non-linear least square objective function in terms of three
unknown parameters of solar photovoltaic, namely series resistance, shunt resistance, and …

Marine predators algorithm for parameters estimation of photovoltaic modules considering various weather conditions

MAE Sattar, A Al Sumaiti, H Ali, AAZ Diab - Neural Computing and …, 2021 - Springer
The accurate models of photovoltaic systems are the core of solar energy studies that are
describing the system performance and behavior under different operating conditions. The …