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 …

[HTML][HTML] Parameter extraction of photovoltaic module using tunicate swarm algorithm

A Sharma, A Dasgotra, SK Tiwari, A Sharma, V Jately… - Electronics, 2021 - mdpi.com
In the renewable energy sector, the extraction of parameters for solar photovoltaic (PV) cells
is a widely studied area of research. Parameter extraction is a non-linear complex …

Chaos game optimization-least squares algorithm for photovoltaic parameter estimation

E Bogar - Arabian Journal for Science and Engineering, 2023 - Springer
Estimating the parameters of photovoltaic (PV) models accurately is vital to increase the
effectiveness of PV systems. During the past few years, many approaches have been …

Parameters identification of photovoltaic models using self-adaptive teaching-learning-based optimization

K Yu, X Chen, X Wang, Z Wang - Energy Conversion and Management, 2017 - Elsevier
Parameters identification of photovoltaic (PV) model based on measured current-voltage
characteristic curves plays an important role in the simulation and evaluation of PV systems …

A new strategy based on slime mould algorithm to extract the optimal model parameters of solar PV panel

M Mostafa, H Rezk, M Aly, EM Ahmed - Sustainable Energy Technologies …, 2020 - Elsevier
This paper presents a new parameters estimation method for the single diode model and the
double diode model of photovoltaic cells. A new application of the slime mould algorithm …

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 …

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 …

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 …

Parameter extraction of photovoltaic cell using an improved cuckoo search optimization

S Gude, KC Jana - Solar Energy, 2020 - Elsevier
In this work, cuckoo search optimization (CSO) and its variants improved CSO (ICSO) and
modified CSO (MCSO) techniques are implemented to evaluate parameters of (I) …

[HTML][HTML] Leveraging opposition-based learning for solar photovoltaic model parameter estimation with exponential distribution optimization algorithm

N Kullampalayam Murugaiyan, K Chandrasekaran… - Scientific Reports, 2024 - nature.com
Given the multi-model and nonlinear characteristics of photovoltaic (PV) models, parameter
extraction presents a challenging problem. This challenge is exacerbated by the propensity …