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Informations du chercheur

Nom complet

BRAKEZ Abderrahim

Grade

PES

Spécialité

Energetique

Thématique de recherche

Energie renouvelables, Smart Buildings

Laboratoire

Laboratoire d'Agrobiotechnologie et Bioingénierie

Établissement

Faculté des Sciences Semlalia Marrakech

Ouvrages (0 au total)

Aucun ouvrage disponible.

Projets (0 au total)

Aucun projet disponible.

Publications (18 au total)

Multi-Output Prediction of Occupant Behavior Using Multi-Head Attention: A Case Study in an Office Setting

Auteur: Khadija Bouyakhsaine, Abderrahim Brakez, Khalid Addi, Maareva Payet

Revue: 2026 IEEE Conference on Artificial Intelligence (CAI)

Année: 2026

DOI: 10.1109/cai68641.2026.11536325

Day-ahead residential power load forecasting using adaptive online learning and Particle Swarm Optimization

Auteur: Khadija Bouyakhsaine, Abderrahim Brakez, Mohcine Draou, Khalid Addi

Revue: Advanced Engineering Informatics

Année: 2025

DOI: 10.1016/j.aei.2025.103754

Application of BIM-Driven BEM Methodologies for Enhancing Energy Efficiency in Retrofitting Projects in Morocco: A Socio-Technical Perspective

Auteur: Rim Afa, Issam Sobhy, Abderrahim Brakez

Revue: Buildings

Année: 2025

DOI: 10.3390/buildings15030429

Enhancing Home Energy Management: A Day-Ahead Machine Learning Approach Using EMHASS for Predictive Temperature Control

Auteur: Mohcine Draou, Abderrahim Brakez

Revue: Springer Proceedings in Earth and Environmental Sciences

Année: 2025

DOI: 10.1007/978-3-031-81560-7_15

Prediction of residential building occupancy using Machine learning with integrated sensor and survey Data: Insights from a living lab in Morocco

Auteur: Khadija Bouyakhsaine, Abderrahim Brakez, Mohcine Draou

Revue: Energy and Buildings

Année: 2024

DOI: 10.1016/j.enbuild.2024.114519

Techno-economic feasibility assessment of a photovoltaic water heating storage system for self-consumption improvement purposes

Auteur: Mohcine Draou, Abderrahim Brakez, Amin Bennouna

Revue: Journal of Energy Storage

Année: 2024

DOI: 10.1016/j.est.2023.109545

Occupant’s behavior investigation related to the building openings in a rural pavilion: A case study of a bioclimatic designed building in a hot semi-arid climate

Auteur: Laila Sokar, Abderrahim Brakez, Issam Sobhy

Revue: Energy and Buildings

Année: 2024

DOI: 10.1016/j.enbuild.2024.114860

Impact of climate change on the potential of free-cooling strategies for a retrofitted building in a hot climate

Auteur: Issam Sobhy, Abderrahim Brakez, Brahim Benhamou

Revue: Indoor and Built Environment

Année: 2024

DOI: 10.1177/1420326x241231198

Multi-objective optimization of a diverter-driven photovoltaic water heater: A residential case study in Morocco

Auteur: Mohcine Draou, Abderrahim Brakez

Revue: Applied Thermal Engineering

Année: 2024

DOI: 10.1016/j.applthermaleng.2024.122500