標題: Design and Implementation of a Home and Building Gateway with Integration of Non intrusive Load Monitoring Meters
作者: Lin, Ming-Chun
Chen, Yung-Chi
Tsao, Shiao-Li
Tang, Wenshiang
資訊工程學系
Department of Computer Science
關鍵字: Home and building automation;Nonintrusive load monitoring;Sensor-actuator networks (SANETs);Smart meter
公開日期: 2012
摘要: 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.
URI: http://hdl.handle.net/11536/20566
ISBN: 978-1-4673-0342-2
期刊: 2012 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL TECHNOLOGY (ICIT)
起始頁: 148
結束頁: 153
顯示於類別:會議論文