Title :
System identification of a domestic residence using Wireless sensor node data
Author :
Carmody, C.A. ; Mahony, T.O.
Author_Institution :
Dept. of Electron. Eng., Cork Inst. of Technol., Cork, Ireland
Abstract :
This paper focuses on the system identification of the thermal dynamics of a domestic dwelling and the aim of the modelling process is to design an efficient control scheme that minimises energy usage and, consequently, fuel bills. Existing software packages for thermal modelling of structures are based on physical models or finite element analysis and use real data for comparative purposes only. In contrast, in this study a wireless sensor network was used to measure actual temperature variations and this data was used to identify a process model. By successfully twinning wireless technology and system identification techniques, an overall model structure of the heat characteristics of a domestic residence is presented in this paper.
Keywords :
domestic appliances; finite element analysis; power consumption; power system simulation; space heating; temperature measurement; wireless sensor networks; domestic dwelling; domestic residence; energy usage control; finite element analysis; intelligent building heating control; physical model; software package; space heating; system identification; temperature variation measurement; thermal dynamics; thermal modelling; wireless sensor network; wireless technology; Buildings; Electronic packaging thermal management; Mathematical model; Sensor systems; Space heating; Space technology; System identification; Temperature control; Testing; Wireless sensor networks; Intelligent Building Heating Control; Modeling; System Identification; Wireless Sensors;
Conference_Titel :
Control and Automation, 2009. MED '09. 17th Mediterranean Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-4684-1
Electronic_ISBN :
978-1-4244-4685-8
DOI :
10.1109/MED.2009.5164674