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Photovoltaic Module Degradation Detection Using V–P Curve Derivatives and LSTM-Based Classification

Photovoltaic systems are a core component of eco-friendly energy technologies and are now widely utilized across the world for power generation. However, solar modules that are continuously exposed to the external environment experience gradual performance degradation, which results in significant p...

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Principais autores: Chan-Ho Lee, Sang-Kil Lim, Sung-Jun Park, Beom-Hun Kim
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-10-01
coleção:Sensors
Assuntos:
photovoltaic systems
PV module degradation
voltage–power curve
degradation detection
derivative
long short-term memory (LSTM)
Acesso em linha:https://www.mdpi.com/1424-8220/25/20/6475
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