Publications

M. Draou

Equal contribution

, A. Brakez

Equal contribution

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

K. Bouyakhsaine

Equal contribution

, A. Brakez

Equal contribution

, 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

Equal contribution

, A. Brakez

Equal contribution

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

K. Bouyakhsaine

Equal contribution

, A. Brakez

Equal contribution

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

M. Draou

Equal contribution

, A. Brakez

Equal contribution

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

R. Afa

Equal contribution

, A. Brakez

Equal contribution

, 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.