SolNet: A Convolutional Neural Network for Detecting Dust on Solar Panels

SolNet: A Convolutional Neural Network for Detecting Dust on Solar Panels

Electricity production from photovoltaic (PV) systems has accelerated in the last few decades. Numerous environmental factors, particularly the buildup of dust on PV panels have resulted in a significant loss in PV energy output. To detect the dust and thus reduce power loss, several techniques are...

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Bibliographic Details
Main Authors: Md Saif Hassan Onim, Zubayar Mahatab Md Sakif, Adil Ahnaf, Ahsan Kabir, Abul Kalam Azad, Amanullah Maung Than Oo, Rafina Afreen, Sumaita Tanjim Hridy, Mahtab Hossain, Taskeed Jabid, Md Sawkat Ali
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Energies
Subjects:
CNN
SolNet
classification
deep learning
image processing
solar panel
Online Access:https://www.mdpi.com/1996-1073/16/1/155

Internet

https://www.mdpi.com/1996-1073/16/1/155

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