AN ARTIFICIAL NEURAL-NETWORK-BASED TROUBLE CALL ANALYSIS

被引:18
作者
LU, CN [1 ]
TSAY, MT [1 ]
HWANG, YJ [1 ]
LIN, YC [1 ]
机构
[1] TAIWAN POWER CO,KAOHSIUNG,TAIWAN
关键词
TROUBLE CALL ANALYSIS; DISTRIBUTION SYSTEM OPERATION; ARTIFICIAL NEURAL NETWORK;
D O I
10.1109/61.311196
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The use of trouble call information for handling service interruption events that exist between primary feeders and customers is discussed in this paper. Artificial neural networks are used for fast pattern recognition and classification of trouble calls such that the time and effort required for service restoration can be reduced. Back propagation network is chosen as our neural network model. This proposed trouble call analysis system is embedded in an integrated Automated Mapping, Facilities Management and Geographic Information System environment.
引用
收藏
页码:1663 / 1668
页数:6
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