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AMI数据分析方法

DOI: 10.13334/j.0258-8013.pcsee.2015.01.004, PP. 29-36

Keywords: 高级量测体系,大数据,数据分析方法,智能电表

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Abstract:

随着智能电网建设的实施和智能传感设备的大量安装使用,特别是高级量测体系(advancedmeteringinfrastructure,AMI)的普及,电力公司获取了超大数量的数据,这些数据的综合利用将会给电力公司带来巨大的效益。因此,近两年各电力公司投入了大量资源进行数据分析方法的开发和应用,其中基于智能电表量测数据的AMI数据分析方法是业界关注的重点。该文首先介绍电力公司数据源及其特点,阐述数据分析的方法,包括其定义、分类等,并着重介绍电力行业目前的热点AMI数据分析方法及其应用情况,并通过2个已成功部署的数据分析元实例说明AMI数据分析方法为电力公司解决的实际问题。最后,对数据分析方法的未来发展进行展望。

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