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Big Building Data - a Big Data Platform for Smart Buildings

机译:大型建筑数据 - 智能建筑的大数据平台

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Future buildings will more and more rely on advanced Building Management Systems (BMS) connected to a variety of sensors, actuators and dedicated networks. Their objectives are to observe the state of rooms and apply automated rules to preserve or increase comfort while economizing energy. In this work, we advocate for the inclusion of a dedicated system for sensors data storage and processing, based On Big Data technologies. This choice enables new potentials in terms of data analytics and applications development, the most obvious one being the ability to scale up seamlessly from one smart building to several, in the direction of smart areas and smart cities. We report in this paper on our system architecture and on several challenges we met in its elaboration, attempting to meet requirements of scalability, data processing, flexibility, interoperability and privacy. We also describe current and future end-user services that our platform will support, including historical data retrieval, visualisation, processing and alarms. The platform, called BBData - Big Building Data, is currently in production at the Smart Living Lab of Fribourg and is offered to several research teams to ease their work, to foster the sharing of historical data and to avoid that each project develops its own data gathering and processing pipeline.
机译:未来的建筑物将越来越依赖于连接到各种传感器,执行器和专用网络的先进建筑管理系统(BMS)。他们的目标是观察房间的状态,并在节约能源的同时申请自动化规则以保持或提高舒适度。在这项工作中,我们倡导基于大数据技术的传感器数据存储和处理的专用系统。这种选择在数据分析和应用程序开发方面实现了新的潜力,最明显的是,在智能区域和智能城市的方向上,最明显的能力从一个智能建筑无缝扩展到几个智能建筑。我们在本文中向我们的系统架构报告,并在其阐述中遇到的几个挑战,试图满足可扩展性,数据处理,灵活性,互操作性和隐私的要求。我们还描述了我们的平台将支持的当前和未来的最终用户服务,包括历史数据检索,可视化,处理和警报。该平台,名为BBDATA - 大型建筑数据,目前正在弗里堡的智能生活实验室生产,并提供给几个研究团队,以便于促进他们的工作,促进历史数据的共享,并避免每个项目开发自己的数据收集和处理管道。

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