SparkNet–A Solar Panel Fault Detection Deep Learning Model

SparkNet–A Solar Panel Fault Detection Deep Learning Model

Solar power is a clean, renewable energy source with minimal greenhouse gas emissions, combating climate change and increasing energy self-sufficiency. Early fault detection like Shading, cracking, or electrical malfunctions is crucial for maximum efficiency and system failure prevention. This work...

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Bibliographic Details
Main Authors: Rohith G, Dikshithula Sai Manish, Rahul Narasimhan A, Anurag Uttam Dhavale, Rohan Reji John
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
SparkNet
solar panel fault detection
convolution neural networks (CNN)
renewable energy fault detection
Online Access:https://ieeexplore.ieee.org/document/10977958/
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