Trustworthy hybrid model with dual dilated attention and BiConvLSTM for multi-horizon load forecasting

Load forecasting has gained attention with the increasing integration of renewable energy into smart grid systems and urbanization, and it has become significantly important for enhancing grid stability and reliability. However, the complex black-box nature of many deep learning models compromises t...

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Главные авторы:	Abid Ali, Zunaira Huma, Muhammad Fahad Zia, Yuanqing Xia, Mohamed Benbouzid
Формат:	Artigo
Язык:	Inglês
Опубликовано:	Elsevier 2026-05-01
Серии:	Energy Conversion and Management: X
Предметы:	Bidirectional convolutional long short-term memory Deep learning Dual dilated attention Explainable AI Multi-horizon short-term load forecasting
Online-ссылка:	http://www.sciencedirect.com/science/article/pii/S2590174526003041
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