A comprehensive analysis of the emerging modern trends in research on photovoltaic systems and desalination in the era of artificial intelligence and machine …

LD Jathar, K Nikam, UV Awasarmol, R Gurav, JD Patil… - Heliyon, 2024 - cell.com
Integration of photovoltaic (PV) systems, desalination technologies, and Artificial Intelligence
(AI) combined with Machine Learning (ML) has introduced a new era of remarkable …

Review on parameter estimation techniques of solar photovoltaic systems

R Venkateswari, N Rajasekar - International Transactions on …, 2021 - Wiley Online Library
Beyond meeting power demand, switching to solar energy especially solar photovoltaic (PV)
offers many advantages like modularity, minimal maintenance, pollution free, and zero …

A new stochastic slime mould optimization algorithm for the estimation of solar photovoltaic cell parameters

C Kumar, TD Raj, M Premkumar, TD Raj - Optik, 2020 - Elsevier
With the help of accurate solar photovoltaic (PV) cell modeling, the PV system's performance
can be enhanced. However, PV cell modeling is erroneously caused by inaccurate solar cell …

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 …

Diwjaya: Jaya driven by individual weights for enhanced photovoltaic model parameter estimation

I Choulli, M Elyaqouti, D Saadaoui, S Lidaighbi… - Energy Conversion and …, 2024 - Elsevier
The modeling of solar cells and the precise identification of their equivalent model
parameters have become one of the most extensively discussed subjects in recent …

Electrical parameters extraction of PV modules using artificial hummingbird optimizer

R El-Sehiemy, A Shaheen, A El-Fergany, A Ginidi - Scientific Reports, 2023 - nature.com
The parameter extraction of PV models is a nonlinear and multi-model optimization problem.
However, it is essential to correctly estimate the parameters of the PV units due to their …

Enhanced chaotic JAYA algorithm for parameter estimation of photovoltaic cell/modules

M Premkumar, P Jangir, R Sowmya, RM Elavarasan… - ISA transactions, 2021 - Elsevier
Parameters for defining photovoltaic models using measured voltage–current​
characteristics are essential for simulation, control, and evaluation of photovoltaic-based …

[HTML][HTML] An enhanced Gradient-based Optimizer for parameter estimation of various solar photovoltaic models

M Premkumar, P Jangir, C Ramakrishnan, C Kumar… - Energy Reports, 2022 - Elsevier
The performance of a PhotoVoltaic (PV) system could be inferred from the features of its
current–voltage relationships, but the PV model parameters are uncertain. Because of its …

Parameterization of photovoltaic solar cell double-diode model based on improved arithmetic optimization algorithm

A Abbassi, RB Mehrez, B Touaiti, L Abualigah, E Touti - Optik, 2022 - Elsevier
Abstract After avoiding the Standard Test Condition (STC) related to the manufacturer of PV
cells, accurate solar system modeling is considered the most important task to study this …

Identification of solar photovoltaic model parameters using an improved gradient-based optimization algorithm with chaotic drifts

M Premkumar, P Jangir, C Ramakrishnan… - IEEE …, 2021 - ieeexplore.ieee.org
When discussing the commercial applications of photovoltaic (PV) systems, one of the most
critical problems is to estimate the efficiency of a PV system because current (I)–voltage (V) …