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大数据在智能电网领域的应用 被引量:39

Applications of Big Data in the Field of Smart Grid
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摘要 近年来,世界各国都开展了智能电网的研究工作。智能电网的最终目标是建设成为覆盖电力系统整个生产过程,包括发电、输电、变电、配电、用电及调度等多个环节的全景实时系统。而支撑智能电网安全、自愈、绿色、坚强及可靠运行的基础是电网全景实时数据采集、传输和存储,以及累积的海量多源数据快速分析。因而随着智能电网建设的不断深入和推进,电网运行和设备检/监测产生的数据量呈指数级增长,逐渐构成了当今信息学界所关注的大数据。主要阐述了大数据在智能电网中的应用领域及面临的挑战,为今后大数据在电网领域中的应用提供借鉴。 In recent years, countries around the world have started researches on the smart grid. The final goal of the smart grid is to build a panoramic real-time system, which covers the whole production processes in the electric power system, including power generation, transmission, substation, distribu- tion, consumption and dispatching. However, supporting the safe, self-healing, green, strong and reliable operation of the smart grid is based on panoramic real-time data collection, transmission and storage, as well as the rapid analysis of the massive multi-source data that are accumulated. With the continuing advance of the smart grid development, the data produced during the power grid operation and equipment detec- tion/monitoring have shown a exponential increase, which, gradually form the big data that are focused on among the informatics academia. This article mainly expounds the fields and challenges of the application of big data in the smart grid, as a reference for the analogous works in the future.
作者 张根周
出处 《电网与清洁能源》 北大核心 2016年第6期114-117,共4页 Power System and Clean Energy
基金 2016年陕西省电力公司<基于智能物联资产全生命周期管理项目>~~
关键词 大数据 智能电网 电力系统 big data the smart grid power system
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