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Automatic Fault detection of solar system based on data analysis using IRT images and deep learning CNN - LSTM strategy.

2026-04-09

Abstract excerpt

<title>Abstract</title> <p>These arrays are essential in the ongoing shift toward sustainable energy sources, reducing our dependency on fossil fuels. However, despite their importance, solar panels are vulnerable to various types of faults that can significantly degrade their performance and energy conversion efficiency. One of the primary challenges in photovoltaic power generation is ensuring that these system...

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Literature Corpus work
883825da-bacf-5a0f-b838-7707cb58a5ef
DOI
10.21203/rs.3.rs-9238476/v1
Open publication

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Automatic Fault detection of solar system based on data analysis using IRT images and deep learning CNN - LSTM strategy.DOI 10.21203/rs.3.rs-9238476/v1
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