Design and implementation of a home and building gateway with integration of nonintrusive load monitoring meters

Ming-Chun Lin, Yung-Chi Chen, Shiao-Li Tsao, Wenshiang Tang
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引用次数: 6

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.
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集成非侵入式负荷监测仪表的家庭和楼宇网关的设计与实现
住宅和楼宇自动化系统的提出不仅是为了提高用户的舒适度和安全性,也是为了对住宅和楼宇进行能源管理。然而,传统的家庭和楼宇自动化系统可能不知道房屋和建筑物中电器和电器状态的详细信息,因此可能无法提供一些高级服务。在本研究中,我们将非侵入式负载监测(NILM)仪表与网关集成,以便网关可以了解房屋和建筑物中电器的功耗,并提供电器及其状态的详细信息。我们设计并实现了基于开放服务网关倡议(OSGi)框架的网关,集成了NILM智能电表、传感器和执行器。在此基础上,我们提出了一种数据挖掘和事件关联算法来建立设备、传感器和执行器之间的关系。关联和关系信息可用于识别特定房屋和建筑物的适当智能家居和建筑服务,定位特定房间和区域的设备,并帮助NILM系统收集未知设备的签名。我们的原型系统表明,通过集成NILM电表,可以显著改善智能家居和智能建筑的网关功能及其服务。
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