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Author

Najeeb ur Rehman Malik

2 papers indexed here

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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
Open access 2026

Solar-Powered IoT–ML Framework for Energy-Aware Crop Suitability Prediction

: The increasing demand for sustainable and energy-aware agricultural practices due to climate change, limited natural resources, and increasing food requirements has accelerated the adoption of Internet of Things (IoT) and machine learning (ML) technologies in smart farming. This study proposes a solar-powered IoT and...

Yusra Mansoor, Huma Jamshed, M. Khouj et al. · 0 citations

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