Opposition-based JAYA with population reduction for parameter estimation of photovoltaic solar cells and modules

X Yang, W Gong - Applied Soft Computing, 2021 - Elsevier
To efficiently increase the conversion of solar energy into electricity, it is vitally important to
find the appropriate equivalent circuit parameters to execute the modeling, evaluation, and …

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 …

A novel Elite Opposition-based Jaya algorithm for parameter estimation of photovoltaic cell models

L Wang, C Huang - Optik, 2018 - Elsevier
Parameter estimation of photovoltaic (PV) cell models using a novel Elite Opposition-based
Jaya (EO-Jaya) algorithm is studied in this letter. The EO-Jaya is a swarm intelligence …

Parameters identification of photovoltaic models using an improved JAYA optimization algorithm

K Yu, JJ Liang, BY Qu, X Chen, H Wang - Energy Conversion and …, 2017 - Elsevier
Parameters identification of photovoltaic (PV) models based on measured current-voltage
characteristic curves is significant for the simulation, evaluation, and control of PV systems …

An opposition-based sine cosine approach with local search for parameter estimation of photovoltaic models

H Chen, S Jiao, AA Heidari, M Wang, X Chen… - Energy Conversion and …, 2019 - Elsevier
Identifying the optimum parameters of photovoltaic models based on the measured current-
voltage info is a vital step in monitoring, simulating, and optimizing the photovoltaic systems …

An improved cheetah optimizer for accurate and reliable estimation of unknown parameters in photovoltaic cell and module models

ZA Memon, MA Akbari, M Zare - Applied Sciences, 2023 - mdpi.com
Solar photovoltaic systems are becoming increasingly popular due to their outstanding
environmental, economic, and technical characteristics. To simulate, manage, and control …

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 …

Extracting accurate parameters of photovoltaic cell models via elite learning adaptive differential evolution

Z Gu, G Xiong, X Fu, AW Mohamed, MA Al-Betar… - Energy Conversion and …, 2023 - Elsevier
Photovoltaic power generation is becoming increasingly vital as the global call for
environmental protection rises. Establishing an equivalent model for a photovoltaic cell and …

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 …

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 …