Ryad GhoutiPhD student

Ecole des Mines Paris-PSL
CEEP

Ryad's research focuses on the use of artificial intelligence to optimise the energy management of buildings, taking into account the uncertainties linked to weather forecasts and occupant behaviour. The aim is to replace traditional physical models with machine-learning models in order to improve the accuracy and robustness of predictive control strategies.

Office building with solar panels
Buildings can be designed and operated to radically improve their energy efficiency and reduce their environmental impact.
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Solar panels integrated in a green urban area
Dynamic thermal simulation and life-cycle assessment are decision support tools that comprehensively assess the environmental performance of a building or neighbourhood project and guide its design in order to reduce the
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