A robust method based on reinforcement learning and differential evolution for the optimal photovoltaic parameter extraction

X Yu, J Zhou - Applied Soft Computing, 2023 - Elsevier
It is crucial to identify the optimal parameters of Photovoltaic (PV) models with the purpose of
evaluating, controlling, and improving PV systems. Lots of optimization algorithms have …

Hybrid optimization based on the analytical approach and the particle swarm optimization algorithm (Ana-PSO) for the extraction of single and double diode models …

I Choulli, M Elyaqouti, D Saadaoui, S Lidaighbi… - Energy, 2023 - Elsevier
Mathematical Modelling is one of the approved strategies for simulating the performances of
photovoltaic devices. Each proposed model contains several parameters; and the accurate …

Ranking teaching–learning-based optimization algorithm to estimate the parameters of solar models

X Yu, Z Hu, X Wang, W Luo - Engineering Applications of Artificial …, 2023 - Elsevier
As one of the most promising renewable energies, solar energy can be converted to
electricity through photovoltaic (PV) systems. It is indispensable to identify the parameters of …

Evaluation of constraint in photovoltaic cells using ensemble multi-strategy shuffled frog leading algorithms

M Wang, Q Zhang, H Chen, AA Heidari… - Energy Conversion and …, 2021 - Elsevier
The efficient identification of the unknown and changeable photovoltaic parameters is a
matter of considerable interest to model photovoltaic systems. The accurate and efficient …

Three-diode model for characterization of industrial solar generating units using Manta-rays foraging optimizer: Analysis and validations

MA El-Hameed, MM Elkholy, AA El-Fergany - Energy Conversion and …, 2020 - Elsevier
A new attempt of employing Manta-rays foraging optimizer (MRFO) for accurate parameters
extraction of three-diode equivalent model (3DeM) of solar generating units (SGUs) is …

An improved artificial jellyfish search optimizer for parameter identification of photovoltaic models

M Abdel-Basset, R Mohamed, RK Chakrabortty… - Energies, 2021 - mdpi.com
The optimization of photovoltaic (PV) systems relies on the development of an accurate
model of the parameter values for the solar/PV generating units. This work proposes a …

A novel theoretical and practical methodology for extracting the parameters of the single and double diode photovoltaic models

HM Ridha, H Hizam, S Mirjalili, ML Othman… - IEEE …, 2022 - ieeexplore.ieee.org
Solar Photovoltaic (PV) system is one of the most significant forms of renewable energy
resources, and it requires accuracy to assess, design, and extraction of its parameters …

Opposition decided gradient-based optimizer with balance analysis and diversity maintenance for parameter identification of solar photovoltaic models

M Premkumar, P Jangir, RM Elavarasan… - Journal of Ambient …, 2023 - Springer
The solar photovoltaic (PV) parameter estimation/identification is a complicated optimization
process that directly affects the performance of PV systems if the internal parameters of PV …

A survey on the parameter extraction problem of the photovoltaic single diode model from a current–voltage curve

LMP Deotti, IC da Silva Junior - Solar Energy, 2023 - Elsevier
In recent years, the parameter extraction problem of the single diode model from a current–
voltage curve of the photovoltaic generator has become a hot research topic. As it consists of …

Estimation of parameters of different equivalent circuit models of solar cells and various photovoltaic modules using hybrid variants of honey badger algorithm and …

M Rawa, A Abusorrah, Y Al-Turki, M Calasan, M Micev… - Mathematics, 2022 - mdpi.com
Parameters of the solar cell equivalent circuit models have a significant role in assessing the
solar cells' performance and tracking operational variations. In this regard, estimating solar …