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A Novel Feature Representation for Prediction of Global Horizontal Irradiance Using a Bidirectional Model

Complex weather conditions—in particular clouds—leads to uncertainty in photovoltaic (PV) systems, which makes solar energy prediction very difficult. Currently, in the renewable energy domain, deep-learning-based sequence models have reported better results compared to state-of-the-art machine-lear...

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Principais autores: Sourav Malakar, Saptarsi Goswami, Bhaswati Ganguli, Amlan Chakrabarti, Sugata Sen Roy, K. Boopathi, A. G. Rangaraj
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2021-11-01
coleção:Machine Learning and Knowledge Extraction
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Acesso em linha:https://www.mdpi.com/2504-4990/3/4/47
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