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Federated learning-enhanced non-IID solar power prediction using multi-layer transformers

Publication Type : Journal Article

Publisher : Elsevier BV

Source : Energy Conversion and Management: X

Url : https://doi.org/10.1016/j.ecmx.2025.101446

Keywords : Federated learning

Campus : Coimbatore

School : School of Artificial Intelligence - Coimbatore

Year : 2026

Abstract : The increasing integration of photovoltaic (PV) systems into power grids requires accurate solar power forecasting to ensure stability

Cite this Research Publication : Abhishek R., Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Archana Pallakonda, Sunkaraboina Sreenu, Krishna Prakasha K., Federated learning-enhanced non-IID solar power prediction using multi-layer transformers, Energy Conversion and Management: X, Elsevier BV, 2026, https://doi.org/10.1016/j.ecmx.2025.101446

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