Effect of electrical operating conditions on thermal behavior of PV modules: Numerical and experimental analysis DOI Creative Commons
Amr Osama, Giuseppe Marco Tina, Antonio Gagliano

et al.

Solar Energy Materials and Solar Cells, Journal Year: 2025, Volume and Issue: 287, P. 113625 - 113625

Published: April 8, 2025

Language: Английский

An investigation of Photovoltaic Power Forecasting in Buildings Considering Shadow Effects: Modeling Approach and SHAP Analysis DOI

Jianjin Fu,

Yuying Sun,

Yunhe Li

et al.

Renewable Energy, Journal Year: 2025, Volume and Issue: unknown, P. 122821 - 122821

Published: March 1, 2025

Language: Английский

Citations

1
Optimizing Bifacial Solar Modules with Trackers: Advanced Temperature Prediction Through Symbolic Regression DOI Creative Commons
Fabian Alonso Lara-Vargas, Carlos Vargas‐Salgado, Jesús Águila-León

et al.

Energies, Journal Year: 2025, Volume and Issue: 18(8), P. 2019 - 2019

Published: April 15, 2025

Accurate temperature prediction in bifacial photovoltaic (PV) modules is critical for optimizing solar energy systems. Conventional models face challenges to balance accuracy, interpretability, and computational efficiency. This study addresses these limitations by introducing a symbolic regression (SR) framework based on genetic algorithms model nonlinear relationships between environmental variables module without predefined structures. High-resolution data, including radiation, ambient temperature, wind speed, PV were collected at 5 min intervals over year from 19.9 MW plant with trackers San Marcos, Colombia. The SR performance was compared multiple linear regression, normal operating cell (NOCT), empirical models. outperformed others achieving root mean squared error (RMSE) of 4.05 °C, coefficient determination (R2) 0.91, Spearman’s rank correlation 0.95, absolute (MAE) 2.25 °C. Its hybrid structure combines dependencies trigonometric terms capturing radiation dynamics. effectively balances accuracy providing information modeling

Language: Английский

Citations

0
Temperature behaviors of transparent solar PV panels under various operating modes: an experimental and numerical study DOI

Qichang Dong,

Xuejiao Wu, Ye Song

et al.

Renewable Energy, Journal Year: 2025, Volume and Issue: unknown, P. 123279 - 123279

Published: May 1, 2025

Language: Английский

Citations

0
In situ solar panel convective heat transfer study: methodology, limitations, and seasonal analysis DOI
Liliane Bou Nassif, Stéphanie Giroux–Julien, Hervé Pabiou

et al.

Journal of Thermal Analysis and Calorimetry, Journal Year: 2025, Volume and Issue: unknown

Published: March 10, 2025

Language: Английский

Citations

0
Prediction of Photovoltaic Panel Cell Temperatures: Application of Empirical and Machine Learning Models DOI
Fatih Bayrak

Energy, Journal Year: 2025, Volume and Issue: unknown, P. 135764 - 135764

Published: March 1, 2025

Language: Английский

Citations

0
Effect of electrical operating conditions on thermal behavior of PV modules: Numerical and experimental analysis DOI Creative Commons
Amr Osama, Giuseppe Marco Tina, Antonio Gagliano

et al.

Solar Energy Materials and Solar Cells, Journal Year: 2025, Volume and Issue: 287, P. 113625 - 113625

Published: April 8, 2025

Language: Английский

Citations

0