Overview of data mining and visual analytics towards big data in smart grid

被引：6
|
作者：
Hou, Lin [1 ]
Zhang, Yiying [1 ]
Yu, Yang [1 ]
Shi, Yancui [1 ]
Liang, Kun [1 ]
机构：
[1] Tianjin Univ Sci & Technol, Coll Comp Sci & Informat Engn, Tianjin, Peoples R China
来源：
2016 INTERNATIONAL CONFERENCE ON IDENTIFICATION, INFORMATION AND KNOWLEDGE IN THE INTERNET OF THINGS (IIKI) | 2016年
关键词：
smart grid; big data; data mining; visualization service;
D O I：
10.1109/IIKI.2016.83
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Smart grid has some characteristics such as high degree of information and digital. Because all aspects in smart grid generate huge amounts of data, big data applications in the smart grid have been obtained more and more attention. This paper describes the characteristics of data mining technology in smart grid and the visualization in big data services. Several practical applications of big data mining technology are introduced in detail, we compare and summarize the practical applications from multi angles. At last, it points out the future development direction of big data visualization services.
引用
收藏
页码：453 / 456
页数：4
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