Postdoctoral position - Load modelling at urban scale accounting for occupant adaptation
Core
Develop new modelling tools to improve the representation of occupant behaviour in urban building energy models, focusing on adaptation, flexibility, and socio-economic factors.
Role type
Postdoctoral researcher in building energy modelling
Builds
Extended modelling frameworks for urban building energy systems
Domain
Sustainable buildings and cities / Urban energy systems
Deliverable
production ML models
Required skills
Python, Matlab, occupant modelling, Urban Building Energy Modelling (UBEM), data calibration, statistical analysis
Preferred skills
experience with public and non-public datasets, knowledge of distribution system operator (DSO) data
Technologies
Python, Matlab, INSEE statistics, BDNB data
Responsibilities
Develop new modelling tools capturing occupant adaptation and flexibility; calibrate model parameters using combined datasets; validate results using local distribution system operator data
Seniority
Postdoctoral researcher