Backtracking search algorithm with competitive learning for identification of unknown parameters of photovoltaic systems

Y Zhang, M Ma, Z Jin - Expert Systems with Applications, 2020 - Elsevier
Metaheuristic algorithms have been successfully used to parameter identification of
photovoltaic systems. However, this still faces the following two challenges. Firstly, most of …

Comprehensive learning Jaya algorithm for parameter extraction of photovoltaic models

Y Zhang, M Ma, Z Jin - Energy, 2020 - Elsevier
Given strong global search ability and less sensitive to initial solutions, many metaheuristic
algorithms have been successful used to extract the unknown parameters of photovoltaic …

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 …

Parameters identification of photovoltaic models using modified Rao-1 optimization algorithm

X Jian, Y Zhu - Optik, 2021 - Elsevier
Accurate and robust parameter identification method is helpful to the imitation, control and
optimization of photovoltaic (PV) system. Therefore, it is necessary to create some more …

Parameter identification for photovoltaic models using an improved learning search algorithm

T Huang, C Zhang, H Ouyang, G Luo, S Li, D Zou - Ieee Access, 2020 - ieeexplore.ieee.org
As a renewable energy resource, solar photovoltaics (PV's) possess a promising future.
Thus, it is important to simulate, evaluate and control the PV systems. To identify the …

[HTML][HTML] An efficient equilibrium optimizer for parameters identification of photovoltaic modules

EH Houssein, G Nageh, M Abd Elaziz… - PeerJ Computer …, 2021 - peerj.com
The use of solar photovoltaic systems (PVs) is increasing as a clean and affordable source
of electric energy. The Pv cell is the main component of the PV system. To improve the …

Photovoltaic models' parameter extraction using new artificial parameterless optimization algorithm

M Alanazi, A Alanazi, A Almadhor, HT Rauf - Mathematics, 2022 - mdpi.com
Identifying parameters in photovoltaic (PV) cell and module models is one of the primary
challenges of the simulation and design of photovoltaic systems. Metaheuristic algorithms …

Evolutionary multi-task optimization for parameters extraction of photovoltaic models

J Liang, K Qiao, M Yuan, K Yu, B Qu, S Ge, Y Li… - Energy Conversion and …, 2020 - Elsevier
As the demand for solar energy increases dramatically, the optimization and control of
photovoltaic systems become increasingly important, accurate and reliable parameter …

Backtracking search algorithm with reusing differential vectors for parameter identification of photovoltaic models

Y Zhang, C Huang, Z Jin - Energy Conversion and Management, 2020 - Elsevier
In order to simulate, control and optimize photovoltaic (PV) systems, how to accurately
identify the unknown parameters of PV models is a major challenge. To overcome this …

A logistic chaotic JAYA algorithm for parameters identification of photovoltaic cell and module models

X Jian, Z Weng - Optik, 2020 - Elsevier
In order to improve the optimization accuracy and reliability of photovoltaic (PV) cell and
module parameters identification, a logistic chaotic JAYA algorithm (LCJAYA) is proposed in …