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Author

Youssef Boutahri

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Open access Aug 2026

One-Step-Ahead Solar Radiation Forecasting Using Bi-LSTM and GRU Models in Semi-Desert Climates

The increasing demand for energy and the imperative to reduce greenhouse gas emissions have heightened the need for renewable energy sources. Hence, there has been a notable surge in research efforts focused on advancing solar energy forecasting. The aim of this study is to forecast solar radiation using Deep Neural Ne...

Abdellatif Ait Mansour, Youssef Boutahri, A. Tilioua · 0 citations
Open access Aug 2026

Enhanced Energy Efficiency and Adaptive Indoor Temperature Management for Residential Buildings Using Advanced Model Predictive Control Strategy

In addressing the imperative need to optimize heating, ventilation, and air-conditioning (HVAC) systems for improved indoor comfort and reduced energy expenditures within buildings, Model Predictive Control (MPC) emerges as a highly effective algorithm for the proactive management of intricate HVAC systems. This articl...

Youssef Boutahri, Abdellatif Ait Mansour, A. Tilioua · 0 citations

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