Efficient combination of deep learning and tree-based classification models for solar panel dust detection

Solar panels are crucial for converting sunlight into electricity. However, their efficiency and performance can significantly decline due to environmental factors, notably the buildup of dust and debris on their surfaces. This study proposes a hybrid model comprising a deep learning component for f...

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Bibliographic Details
Main Authors: Jad Bassil, Hassan N. Noura, Ola Salman, Khaled Chahine, Mohsen Guizani
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Intelligent Systems with Applications
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305325000353
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