The Application of Data Warehouse and Data Mining Technology in Power System

被引:0
作者
Yi, Zhang [1 ]
机构
[1] Nanchang Normal Univ, Dept Math & Comp Sci, Nanchang, Jiangxi, Peoples R China
来源
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY | 2016年 / 37卷
关键词
Data warehouse; Data mining technology; Enterprise information factory; Digital electric power system;
D O I
暂无
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In the past half century, the development of information technology, computer technology and network technology has deeply influenced the production and management of power system from all aspects. SCADA, EMS, GIS and other information systems appeared. But the existing information systems have some problems to be solved, such as data cannot be shared, the level of integration is low; vast amounts of data extract information characteristics are difficult; timely monitor and forecast of business is difficult. The electric power information factory based on data warehouse and data mining technology is the solution of the problems. This paper mainly studies the applications of the data warehouse technology and the data mining technology in power system. After introducing the subject background, this paper firstly introduces the overall architecture of information enterprises and factories, individual components and their mutual relations. The paper mainly expounds the decision support system, data warehouse and data mining technology.
引用
收藏
页码:1320 / 1323
页数:4
相关论文
共 11 条
[1]  
Berkhin P, 2006, GROUPING MULTIDIMENSIONAL DATA: RECENT ADVANCES IN CLUSTERING, P25
[2]  
Cheng Jiang Yunyan, 1998, P US SEC S, V16, p18
[3]  
Data Chd, 2010, DATA MINING CONCEPTS, V29, P1
[4]  
Hall M., 2009, SIGKDD EXPLORATIONS, V11, P10, DOI [DOI 10.1145/1656274.1656278, 10.1145/1656274.1656278]
[5]  
Han J., 2012, Data Mining, P393, DOI [DOI 10.1016/B978-0-12-381479-1.00009-5, 10.1016/B978-0-12-381479-1.00009-5]
[6]  
Han J, 2000, DATA MINING CONCEPTS, V5, p1
[7]  
Liu H, 1998, FEATURE SELECTION KN, P5476
[8]  
Shafer J, 1996, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON VERY LARGE DATA BASES, P544
[9]  
Sharma R, 2010, BUILDING DATA WAREHO, V32, P619
[10]  
Steinbach Michael, 2010, INTRO DATA MINING, P236