Comprehensive overview of meta-heuristic algorithm applications on PV cell parameter identification

B Yang, J Wang, X Zhang, T Yu, W Yao, H Shu… - Energy Conversion and …, 2020 - Elsevier
Accurate parameter identification is crucial for a precise PV cell modelling and analysis of
characteristics of PV systems, while high nonlinearity of output IV curve makes this problem …

A comprehensive survey on meta-heuristic algorithms for parameter extraction of photovoltaic models

S Li, W Gong, Q Gu - Renewable and Sustainable Energy Reviews, 2021 - Elsevier
Photovoltaic (PV) cells are widely used for their clean and sustainable advantages, forcing
researchers to accurately model their characteristics. The behavior of PV cells can be …

Kepler optimization algorithm: A new metaheuristic algorithm inspired by Kepler's laws of planetary motion

M Abdel-Basset, R Mohamed, SAA Azeem… - Knowledge-based …, 2023 - Elsevier
This study presents a novel physics-based metaheuristic algorithm called Kepler
optimization algorithm (KOA), inspired by Kepler's laws of planetary motion to predict the …

Spider wasp optimizer: a novel meta-heuristic optimization algorithm

M Abdel-Basset, R Mohamed, M Jameel… - Artificial Intelligence …, 2023 - Springer
This work presents a new nature-inspired meta-heuristic algorithm named spider wasp
optimization (SWO) algorithm, which is based on replicating the hunting, nesting, and mating …

[HTML][HTML] Identification of photovoltaic module parameters by implementing a novel teaching learning based optimization with unique exemplar generation scheme …

A Sharma, WH Lim, ESM El-Kenawy, SS Tiang… - Energy Reports, 2023 - Elsevier
The performance evaluation of a Photovoltaic (PV) system heavily relies on accurately
estimating the parameters based on its current—voltage relationships. However, due to the …

A performance-guided JAYA algorithm for parameters identification of photovoltaic cell and module

K Yu, B Qu, C Yue, S Ge, X Chen, J Liang - Applied energy, 2019 - Elsevier
In order to carry out the evaluation, control and maximum power point tracking on
photovoltaic (PV) systems, accurate and reliable model parameter identification of PV cell …

Parameter extraction of solar photovoltaic models using an improved whale optimization algorithm

G Xiong, J Zhang, D Shi, Y He - Energy conversion and management, 2018 - Elsevier
Parameter extraction of solar photovoltaic (PV) models is a typical complex nonlinear
multivariable strongly coupled optimization problem. In this paper, an improved whale …

Multiple learning backtracking search algorithm for estimating parameters of photovoltaic models

K Yu, JJ Liang, BY Qu, Z Cheng, H Wang - Applied energy, 2018 - Elsevier
Obtaining appropriate parameters of photovoltaic models based on measured current-
voltage data is crucial for the evaluation, control, and optimization of photovoltaic systems …

Identification of electrical parameters for three-diode photovoltaic model using analytical and sunflower optimization algorithm

MH Qais, HM Hasanien, S Alghuwainem - Applied Energy, 2019 - Elsevier
This article proposes an accurate and straightforward method for modeling and simulation of
photovoltaic (PV) modules. The main target is to find the nine-parameter of a three-diode …

Hybridizing cuckoo search algorithm with biogeography-based optimization for estimating photovoltaic model parameters

X Chen, K Yu - Solar Energy, 2019 - Elsevier
Accurate estimation of model parameters plays a very important role in modeling solar
photovoltaic (PV) systems. In the past decade, meta-heuristic algorithms (MHAs) have been …