A critical review on the estimation techniques of the solar PV cell's unknown parameters

P Changmai, S Deka, S Kumar, TS Babu, B Aljafari… - Energies, 2022 - mdpi.com
To meet the exponentially growing demand for clean and green energy, the solar
photovoltaic (PV) system's importance is increasing day by day, for which PV modeling is …

The Impact of Dust Deposition on PV Panels' Efficiency and Mitigation Solutions

M Nezamisavojbolaghi, E Davodian, A Bouich… - Energies, 2023 - mdpi.com
Conversion efficiency, power production, and cost of PV panels' energy are remarkably
impacted by external factors including temperature, wind, humidity, dust aggregation, and …

[HTML][HTML] Parameters identification of photovoltaic models using Lambert W-function and Newton-Raphson method collaborated with AI-based optimization techniques …

M Abdel-Basset, R Mohamed, IM Hezam… - Expert Systems with …, 2024 - Elsevier
Accurately estimating the unknown parameters of the photovoltaic (PV) models based on the
measured voltage-current data is a challenging optimization problem due to its high …

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 …

[HTML][HTML] Parameter extraction for photovoltaic models with tree seed algorithm

A Beşkirli, İ Dağ - Energy Reports, 2023 - Elsevier
Abstract Evaluation, simulation and optimization of PV systems is very important for fast and
accurate parameter extraction based on current–voltage and power–voltage characteristic …

Sub-population improved grey wolf optimizer with Gaussian mutation and Lévy flight for parameters identification of photovoltaic models

X Yu, Y Duan, Z Cai - Expert Systems with Applications, 2023 - Elsevier
Accurate modeling of photovoltaic (PV) modules is key to design, simulate and control
photovoltaic power systems. Due to insufficient data in the photovoltaic cell data sheets, PV …

Parameters estimation of three-diode photovoltaic model using fractional-order Harris Hawks optimization algorithm

Z Garip - Optik, 2023 - Elsevier
Effective and efficient systems that calculate the parameters of PV models to be optimal have
attracted great interest from many researchers. In this study, a novel algorithm approach is …

Maximum Lyapunov exponent-based multiple chaotic slime mold algorithm for real-world optimization

J Yang, Y Zhang, T Jin, Z Lei, Y Todo, S Gao - Scientific Reports, 2023 - nature.com
Slime mold algorithm (SMA) is a nature-inspired algorithm that simulates the biological
optimization mechanisms and has achieved great results in various complex stochastic …

A new hybrid multi-population GTO-BWO approach for parameter estimation of photovoltaic cells and modules

HH Ali, M Ebeed, A Fathy, F Jurado, TS Babu… - Sustainability, 2023 - mdpi.com
Modeling the photovoltaic (PV) generating unit is one of the most important and crucial tasks
when assessing the accurate performance of the PV system in power systems. The …

Differential evolution based on individual information parameter setting and diversity measurement of aggregated distribution

Z Song, L Sun, N Matsveichuk, Y Sotskov… - Swarm and Evolutionary …, 2025 - Elsevier
Differential Evolution (DE) and its variants have been widely applied to numerical
optimization and engineering optimization problems owing to their simple operation …