A transformer condition assessment system based on data warehouse and data mining

被引：0

作者：

Li, Xueyu ^{[1
]}

Wu, Lizeng

Yuan, Jinsha ^{[1
]}

Kong, Yinghui ^{[1
]}

机构：

[1] North China Elect Power Univ, Dept Elect & Commun, 204 Qingian Rd, Baoding 071003, Peoples R China

来源：

COMPUTATIONAL SCIENCE - ICCS 2007, PT 2, PROCEEDINGS | 2007年 / 4488卷

关键词：

transformer condition assessment; data mining; multi-agent system;

D O I：

暂无

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

A framework of transformer condition assessment system is proposed in this paper. In this system, we use a data warehouse, a multi-agent system and data mining techniques respectively to collect transformers' testing data, design the framework of the software, and evaluate transformers' conditions. The proposed system prototype had been tested with realistic transformers with reliable performance. The present framework is open and flexible, therefore the objective system is easy to be maintained and developed further.

引用

下载

页码：978 / +

页数：2

共 50 条

[1] A transformer condition assessment framework based on data mining
Zhu, YL
Wu, LZ
Li, XY
Yuan, JS
2005 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS, 1-3, 2005, : 1875 - 1880
[2] A Survey on Application of Data Mining on Transformer Condition Assessment
Chen Xin
Xu Yan
MECHATRONICS ENGINEERING, COMPUTING AND INFORMATION TECHNOLOGY, 2014, 556-562 : 4031 - 4034
[3] Optimal Data Selection Rule Mining for Transformer Condition Assessment
Zhang, Peng
Qi, Bo
Shao, Mengyu
Li, Chengrong
Rong, Zhihai
Chen, Jinxiang
Wang, Hongbin
IEEE ACCESS, 2021, 9 : 156962 - 156972
[4] Application of Open Agent Architecture and Data Mining Techniques to Transformer Condition Assessment System
Wu, Lizeng
Zhu Yongli
Yuan, Jinsha
Li, Xueyu
INTERNATIONAL JOURNAL OF EMERGING ELECTRIC POWER SYSTEMS, 2005, 2 (01):
[5] The data warehouse and data mining
Inmon, WH
COMMUNICATIONS OF THE ACM, 1996, 39 (11) : 49 - 50
[6] Study of MIS based on data warehouse & data mining
Zhao, JH
PROCEEDINGS OF THE SEVENTH INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, 2000, : 328 - 330
[7] Data Warehouse and Data Mining Based on Marine Environment
Dong, Xiaowei
JOURNAL OF COASTAL RESEARCH, 2020, : 394 - 397
[8] The Application of Data Warehouse and Data Mining Technology in Power System
Yi, Zhang
PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, COMPUTER AND SOCIETY, 2016, 37 : 1320 - 1323
[9] Spares Consumption Quota Decision Supporting System based on Data Warehouse and Data Mining
Guo Feng
Wen De-hong
Zhou Bin
Guo Xing-xiang
Zhang Lei-lei
ELECTRONIC INFORMATION AND ELECTRICAL ENGINEERING, 2012, 19 : 912 - 916
[10] The research of universal data mining model system based on logistics data warehouse and application
Chen Yan
Qu Li-li
PROCEEDINGS OF 2007 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (14TH) VOLS 1-3, 2007, : 280 - 285

← 1 2 3 4 5 →