Title :
Design and implementation of a home and building gateway with integration of nonintrusive load monitoring meters
Author :
Lin, Ming-Chun ; Chen, Yung-Chi ; Tsao, Shiao-Li ; Tang, Wenshiang
Author_Institution :
Dept. of Comput. Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan
Abstract :
Home and building automation system is proposed not only for improving user comfort and safety but also for energy management of a house and building. However, conventional home and building automation system may not know detailed information of appliances and appliance states in a house and building so that some advanced services might not be able to provide. In this study, we integrate nonintrusive load monitoring (NILM) meters with a gateway so that the gateway can understand the power consumptions of appliances in a house and building and provide detailed information of appliances and their states. We design and implement the proposed gateway based on Open Service Gateway Initiative (OSGi) framework with the integration of NILM smart meters, sensors and actuators. Based on this infrastructure, we then present a data mining and event association algorithm to establish the relationships between appliances, sensors and actuators. The association and relationship information can be used to identify appropriate smart home and building services to specific houses and buildings, to locate appliances in a particular room and area, and to help an NILM system to collect the signatures of unknown appliances. Our prototype system demonstrates that the functionalities of a gateway and its services for a smart home and building can be significantly improved by integrating NILM meters.
Keywords :
building management systems; data mining; domestic appliances; electric sensing devices; home automation; internetworking; power engineering computing; power meters; safety; NILM smart meters; OSGi framework; actuators; building automation system; building gateway; building services; data mining; energy management; event association algorithm; home automation system; home gateway; nonintrusive load monitoring meters; open service gateway initiative framework; power consumptions; sensors; smart home services; Databases; Energy measurement; Home appliances; Java; Logic gates; Monitoring; Sensors; Home and building automation; Nonintrusive load monitoring; Sensor-actuator networks (SANETs); Smart meter;
Conference_Titel :
Industrial Technology (ICIT), 2012 IEEE International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4673-0340-8
DOI :
10.1109/ICIT.2012.6209929