Grey-box room model for thermal MPC control in classrooms: a virtual experiment
Room 6
August 26, 4:00 pm-4:15 pm
Accurate forecasting of indoor temperature is essential for effective climate control in buildings. Existing models often do not fully take into account the complex dynamics introduced by heat emission systems, weather and occupancy. Most notably, the discrepancy between the temperature perceived by occupants (i.e. the actual indoor temperature) and that measured by the thermostatic radiator valve is frequently addressed with a simple constant offset, despite evidence that this discrepancy varies over time and is influenced by radiator operation, weather and occupancy.
This paper reports on a successful virtual experiment, aiming at highlighting the grey-box model’s potential to enhance smart temperature control schemes and optimising energy consumption for space heating while maintaining occupant comfort.
Presenters
Dr Matthias Van Hove
Technical University of Denmark