NEURAL NETWORKS FOR POWER-SYSTEMS ALARM HANDLING

被引：6

作者：

BALL, N

KIERNAN, L

WARWICK, K

CAHILL, E

ESP, D

MACQUEEN, J

机构：

[1] UNIV READING,DEPT CYBERNET,READING RG6 2AH,BERKS,ENGLAND

[2] NATL GRID RES & DEV CTR,LEATHERHEAD,ENGLAND

来源：

NEUROCOMPUTING | 1992年 / 4卷 / 1-2期

关键词：

ALARM ANALYSIS; NEURAL NETWORKS; POWER SYSTEMS; COMPUTER CONTROL;

D O I：

10.1016/0925-2312(92)90038-Q

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A multi-layered architecture of self-organizing neural networks is being developed as part of an intelligent alarm processor to analyse a stream of power grid fault messages and provide a suggested diagnosis of the fault location. Feedback concerning the accuracy of the diagnosis is provided by an object-oriented grid simulator which acts as an external supervisor to the learning system. The utilization of artificial neural networks within this environment should result in a powerful generic alarm processor which will not require extensive training by a human expert to produce accurate results.

引用

页码：5 / 8

页数：4