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Author

Shiraz Afzal

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Open access Sep 2026

Attention-Enhanced CNN–BiLSTM Framework with Temporal Feature Engineering for Global Horizontal Irradiance Forecasting

Global Horizontal Irradiance (GHI) forecasting is crucial for optimizing PVs, stabilizing smart grids, and integrating renewable energy resources. This study introduces the following novel forecasting framework: temporal feature engineering, attention-enhanced deep sequence learning, explainable AI analysis, and robust...

Farrukh Hafeez, T. Jumani, Z. Arfeen et al. · 0 citations

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