Publications

M. Draou, A. Brakez (2025). Enhancing Home Energy Management: A Day-Ahead Machine Learning Approach Using EMHASS for Predictive Temperature Control. In CGEEE 2024.

K. Bouyakhsaine, A. Brakez, M. Draou (2024). Prediction of residential building occupancy using Machine learning with integrated sensor and survey Data: Insights from a living lab in Morocco. j.enbuild.

M. Draou, A. Brakez (2024). Multi-objective optimization of a diverter-driven photovoltaic water heater: A residential case study in Morocco. j.applthermaleng.

K. Bouyakhsaine, A. Brakez, M. Draou (2023). Data-Driven Approach for Residential Occupancy Modeling Using PIR Sensors: A Moroccan Case Study. In CloudTech 2023.

M. Draou, A. Brakez, A. Bennouna (2023). Techno-economic feasibility assessment of a photovoltaic water heating storage system for self-consumption improvement purposes. j.est.

R. Afa, A. Brakez, M. Draou, I. Sobhy (2021). Exploring BIM and Energy Analysis Potential of Binayate Software Tools for Energy Retrofit Purposes. In IRSEC 2021.

M. Draou,, A. Brakez (2019). Impact of insulation and natural ventilation on the thermal performances of a west-facing bioclimatic building.