Application Status and Prospect of Big Data Technology in Smart Grid

CHEN Jingde; SHENG Gehao; WU Jijian; XU Yougang; WANG Fuju

doi:10.13296/j.1001-1609.hva.2018.01.006

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Application Status and Prospect of Big Data Technology in Smart Grid

更新时间：2025-04-26

- Application Status and Prospect of Big Data Technology in Smart Grid
- High VoltageApparatus Vol. 54, Issue 1, Pages: 35-43(2018)
- 作者机构：
  
  1. 国网上海市电力公司青浦供电公司
  2. 上海交通大学国家智能电网上海研发中心
- 作者简介：
- 基金信息：
- DOI：10.13296/j.1001-1609.hva.2018.01.006
  CLC： TM76
- Published：2018
- 稿件说明：
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[1]陈敬德,盛戈皞,吴继健,徐友刚,王福菊.大数据技术在智能电网中的应用现状及展望[J].高压电器,2018,54(01):35-43.

CHEN Jingde, SHENG Gehao, WU Jijian, et al. Application Status and Prospect of Big Data Technology in Smart Grid[J]. High voltageapparatus, 2018, 54(1): 35-43.
[1]陈敬德,盛戈皞,吴继健,徐友刚,王福菊.大数据技术在智能电网中的应用现状及展望[J].高压电器,2018,54(01):35-43. DOI： 10.13296/j.1001-1609.hva.2018.01.006.

CHEN Jingde, SHENG Gehao, WU Jijian, et al. Application Status and Prospect of Big Data Technology in Smart Grid[J]. High voltageapparatus, 2018, 54(1): 35-43. DOI： 10.13296/j.1001-1609.hva.2018.01.006.

摘要

2012年以来

智能电网大数据的研究取得了初步的进展

相关研究人员和企业作出了建设性的尝试。在给出大数据在智能电网中应用的总体框架的基础上

文中列举了大数据技术在配电网和电力设备在线监测中的应用案例

如配电网运行状态诊断、用户用电行为特征分析、输电线路状态评估、基于复杂相关关系识别的输变电设备故障诊断和预测技术、基于大数据和信息融合的输变电设备关键性能动态评估及预测等

总结了大数据关键技术及研究思路

论述了智能电网大数据技术遇到的难题

最后对智能电网的发展作出了理性的展望。

Abstract

The smart grid big data research has achieved initial progress since 2012

researchers and related enter-prises have made some constructive attempts. Based on the general framework of the application of big data in SmartGrid

this paper enumerates some applications of the big data technology in power distribution network and powerequipment on-line monitoring

such as diagnosis of distribution network running status

analysis of characteristics ofpower use behavior

evaluation of transmission line state

the fault diagnosis and prediction technology of the powertransmission and transformation equipment based on the complex correlation recognition

the assessment and predic-tion of key dynamic of electric transmission equipment based on big data and information fusion

etc. This paper hassummarized the key technologies of big data and research ideas and discussed the problem of big data technology insmart grid. At the end of the paper

a rational prospect for the development of smart grid has been explored.

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Related Institution

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华中科技大学电力系湖北武汉430074

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