Application of Power Data Mining Within and Between Grid Fields

Liang Geng; Yan Wu; Xiannan Meng

doi:10.3969／j.issn.1000-0801.2013.11.022

您当前的位置：

首页 >

文章列表页 >

Application of Power Data Mining Within and Between Grid Fields

Electric power information column | 更新时间：2024-06-05

- Application of Power Data Mining Within and Between Grid Fields
- Telecommunications Science Vol. 29, Issue 11, Pages: 127-130(2013)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.3969／j.issn.1000-0801.2013.11.022
  CLC：
- Published Online：2013-11，
  
  Published：20 November 2013
- 稿件说明：
移动端阅览
Liang Geng, Yan Wu, Xiannan Meng. Application of Power Data Mining Within and Between Grid Fields[J]. Telecommunications science, 2013, 29(11): 127-130.
DOI：

Liang Geng, Yan Wu, Xiannan Meng. Application of Power Data Mining Within and Between Grid Fields[J]. Telecommunications science, 2013, 29(11): 127-130. DOI： 10.3969／j.issn.1000-0801.2013.11.022.

摘要

信息技术得到了空前的发展，电力数据呈指数规模增长，数据挖掘扮演着越来越重要的角色。主要介绍了数据挖掘的交叉产业标准及数据挖掘的主要方法。结合电力行业可获得的数据，分析了数据挖掘在电力系统内部在电网设施建设规划、动态安全评估、电力负荷预测、电力系统故障诊断及优调度选择等方面的应用，同时分析了数据挖掘在支撑智慧城市发展过程中各行业的应用，为城市发展提供助力。

Abstract

With an unprecedented development of info-technology

the power data has an exponential increasing

and the data mining（DM）plays a very important role in this process. The CRISP-DM and its primary approaches were presented. Combined with the power industry data

the applications of grid facilities construction planning

dynamic security assessment

power load forecasting

power system fault diagnosis and optimal scheduling options with the power system were analyzed

and then the applications in some other industries were also analyzed

supporting the development of the city.

关键词

Keywords

references

Han J W , Kamber M . Data mining concepts and techniques . Canada ： Morgan Kaufmann Publishers ， 2006

Sforna M . Datamining in a power company customer database . Electric Power Systems Research , 2000 , 55 （ 3 ）: 201 ～ 209

陈星莺，张晓花，瞿峰等．数据挖掘在电力系统中的应用综述．电力科学与技术学报， 2007 （ 9 ）

曾碧波，黄小红，赵健伍等． TPS SCADA系统中基于电能分析的数据仓库模型设计．工业控制计算机， 2009 （ 9 ）

周广惠．对企业用电量分析与预测的数据挖掘．装备制造技术， 2009 （ 9 ）

Views

1324

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Risk control method for power data support based on embedded technology

Research on 4G/5G voice quality optimization based on data mining and geographic visualization

Application of big data method in forecasting potential sensitive customers of electric power

Knowledge graph and data application:intelligent recommendation

Application of big data and cloud computing in power industry

Related Author

Zhou YU

Chengyue YANG

Changlong CHEN

Yuanyuan ZHAO

Jian HU

Lei SUN

Yiyan YIN

Xiaokang YANG

Related Institution

State Grid Big Data Center Co., Ltd.

State Grid Information ＆ Telecommunication Group Co., Ltd.

China Mobile Group Yunnan Co., Ltd.

Nokia Shanghai Bell Co., Ltd.

Dazzle Interactive Network Technologies

⁰