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Author

L. Chrifi-Alaoui

2 papers indexed here

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Oct 2026

From CO 2 Forecasting to Occupancy Inference: Performance Limits of LSTM Networks with Temporal Feature Engineering

Accurate forecasting of indoor environmental variables is essential for occupancy-aware building energy management, yet the interplay between neural network architecture, forecasting strategy, and downstream occupancy inference remains poorly understood. This study presents a comprehensive controlled evaluation frame...

Amine Maniar, M. Zegrari, M. Hamlich et al. · 0 citations
Open access Oct 2026

Genetic Algorithm-Optimized Active Disturbance Rejection Control for Robust Voltage Regulation in Standalone DFIG-Based Wind Energy Systems with Battery Storage: Real-Time Experimental Implementation

The design, modeling, and experimental validation of a Genetic Algorithm (GA)-optimized Active Disturbance Rejection Control (ADRC) strategy for voltage regulation in a standalone Wind Energy Conversion System (WECS) based on a Doubly Fed Induction Generator (DFIG) are presented in this study. The proposed system is de...

Najoua Mrabet, Mohssine Chakib, Chirine Benzazah et al. · 0 citations

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