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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Hmeda Musbah

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Jul 2026

Impact of Advanced Optimization Methods on the Predictive Performance of Temporal Convolutional Networks for Load Forecasting

Accurate short-term load forecasting is important for running power systems efficiently and managing smart grids. In this study, we present an improved Temporal Convolutional Network (TCN) model and compare eight optimization algorithms: Adam, AdaBelief, RAdam, Ranger, AdamP, NovoGrad, Adan, and SAM. We used hourly ele...

Hmeda Musbah, Abdussalam Mohamed, Hamed H. Aly · 0 citations
Open access Aug 2026

Operational Availability Assessment of Tidal Stream Turbines Using Environmental Data and Fuzzy Logic Inference

A novel operational condition monitor that has a data-driven predictive mechanism for determining the instant states of each tidal stream turbine is proposed, reducing in uncertainty and the association with real-time operating conditions, which enable optimal scheduling decisions.

Ali Fituri, Abdelouahed Gherbi, Hmeda Musbah · 0 citations
Jul 2026

Electromagnetic Environment Classification for Robust UAV and Robotic Operation Using Ensemble and Deep Learning Models

This paper proposes an electromagnetic (EM) environment classification framework that enables unmanned aerial vehicles (UAVs) and robotic platforms to perceive EM conditions as structured environmental states rather than unmodeled noise or isolated sensor faults. A physics-inspired, imbalanced multi-class dataset with...

Abdussalam Mohamed, Hmeda Musbah, Hamed H. Aly · 0 citations

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