Using machine learning in photovoltaics to create smarter and cleaner energy generation systems: A comprehensive review

A Sohani, H Sayyaadi, C Cornaro… - Journal of Cleaner …, 2022 - Elsevier
Photovoltaic (PV) technologies are expected to play an increasingly important role in future
energy production. In parallel, machine learning has gained prominence because of a …

Effects of cooling on performance of photovoltaic/thermal (PV/T) solar panels: A comprehensive review

K Bilen, İ Erdoğan - Solar Energy, 2023 - Elsevier
The most important energy source in the world is the sun. This energy source can be
converted to electricity using photovoltaic/thermal (PV/T) solar panels. PV/T solar panel …

Thermo-electro-environmental analysis of a photovoltaic solar panel using machine learning and real-time data for smart and sustainable energy generation

A Sohani, H Sayyaadi, SR Miremadi… - Journal of Cleaner …, 2022 - Elsevier
The impact of meteorological parameters, including ambient temperature, wind velocity,
ambient relative humidity, and solar radiation on photocurrent and thermal voltage of diode …

[HTML][HTML] Energy and exergy analysis for photovoltaic modules cooled by evaporative cooling techniques

M Alktranee, B Péter - Energy Reports, 2023 - Elsevier
A large part of incident solar radiation on photovoltaic (PV) modules is converted into heat,
leading to overheating and reduction of PV modules performance. The present work …

A comprehensive review of the application of machine learning in fabrication and implementation of photovoltaic systems

S Datta, A Baul, GC Sarker, PK Sadhu… - IEEE Access, 2023 - ieeexplore.ieee.org
Solar energy is a promising source of renewable energy, but its low efficiency, instability,
and high manufacturing costs remain a big challenge. Recently, machine learning (ML) …

Empirical survey on the effect of straight and wavy fins integrated with wind stream as heat sink of photovoltaic panels

I Hossain, AT Ngoupo, S Bhattarai… - International Journal of …, 2024 - Springer
Increase in temperature of PV cells leads to a notable fall in their electrical efficiency, which
is known as a major fault of photovoltaic (PV) panels. Among several methods in cooling PV …

Performance evaluation of coloured filters on PV panels in an outdoor environment

A Geetha, S Usha, JB Padmanabhan… - IET Renewable …, 2024 - Wiley Online Library
This study aims to investigate the effects of colour filters and tilt angles on the electrical
output characteristics of solar photovoltaic modules. The experimental set‐up allowed for the …

Estimation of Photovoltaic Module Performance with L-Shaped Aluminum Fins Using Weather Data

M Hamdan, E Abdelhafez, A Musa… - Journal of Ecological …, 2024 - yadda.icm.edu.pl
Photovoltaic (PV) power prediction is vital for efficient and effective solar energy utilization
within the energy ecosystem. It enables grid stability, cost savings, and the seamless …

Assessment of energy and exergy efficiencies of mini photovoltaic modules

A Yildiz, G Cakmak, Y Bilgic - International Journal of …, 2024 - inderscienceonline.com
In this study, the electrical performance of the 2.4 W mini photovoltaic module was
determined under different solar radiation conditions in June 2022. A comprehensive …

[PDF][PDF] Energy Reports

M Alktranee, B Péter - 2022 - academia.edu
abstract A large part of incident solar radiation on photovoltaic (PV) modules is converted
into heat, leading to overheating and reduction of PV modules performance. The present …