Title :
Estimation of disturbance heat flux in buildings
Author :
Starcic, Antonio ; Martincevic, Anita ; Vasak, Mario
Author_Institution :
Dept. of Control & Comput. Eng., Univ. of Zagreb, Zagreb, Croatia
Abstract :
This paper investigates estimation of disturbance heat flux in a zone using autoregressive integrated moving average model with exogenous inputs (ARIMAX). The model is derived from simple continuous zone model. Data used for estimation is obtained from building simulation in IDA ICE. The procedure exhibits fast detection of the disturbance heat flux which opens several possible applications in energy-efficient buildings control, like possibility of instantaneous on-off reaction on the zone actuators or better building climate prediction for predictive control.
Keywords :
building; parameter estimation; IDA ICE; autoregressive integrated moving aver- age model; buildings; continuous zone model; disturbance heat flux; exogenous inputs; instantaneous on-off reaction; zone actuators; Computational modeling; Estimation; Heating; Mathematical model; Solar radiation; Windows; Disturbance estimation; Grey box linear model; Parameter identification;
Conference_Titel :
Sensors Applications Symposium (SAS), 2015 IEEE
Conference_Location :
Zadar
DOI :
10.1109/SAS.2015.7133615