In this work we consider the problem of climate control within a smart building instrumented with multiple temperature sensors and controllable HVACs. The main contri-bution is to use real-time weather forecasting readily available via internet connection to obtain real-time information about external temperature and solar insulation to reject external disturbances and anticipate temperature changes. The control system is based on MIMO LQR control with a reduced order observer and integral control applied to a model of the building dynamics obtained from construction data. The proposed architecture shows substantial improvements in numerical simu-lations as compared to PID-based standard controllers in terms of improved comfort, while being computationally simpler than more advanced solutions such as MPC or AI-based control.
LQR Temperature Control in smart building via real-time weather forecasting
Barbiero M.
;Rossi A.;Schenato L.
2021
Abstract
In this work we consider the problem of climate control within a smart building instrumented with multiple temperature sensors and controllable HVACs. The main contri-bution is to use real-time weather forecasting readily available via internet connection to obtain real-time information about external temperature and solar insulation to reject external disturbances and anticipate temperature changes. The control system is based on MIMO LQR control with a reduced order observer and integral control applied to a model of the building dynamics obtained from construction data. The proposed architecture shows substantial improvements in numerical simu-lations as compared to PID-based standard controllers in terms of improved comfort, while being computationally simpler than more advanced solutions such as MPC or AI-based control.File | Dimensione | Formato | |
---|---|---|---|
MED21_0120_FI.pdf
accesso aperto
Tipologia:
Postprint (accepted version)
Licenza:
Accesso libero
Dimensione
392.66 kB
Formato
Adobe PDF
|
392.66 kB | Adobe PDF | Visualizza/Apri |
Pubblicazioni consigliate
I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.