| 摘 要: 为了方便电力行业网管人员能够快速的从这些告警中找到有用信息，迅速的定位设备故障。本文设计了由接 口告警采集、故障处理系统、告警相关性分析模块等构成处理框架。采用过滤告警、补全缺值数据、去重等方式进行数据 预处理。通过告警发现和相关性分析机制实现告警的匹配和识别，利用基于关联规则的方法对告警信息挖掘。采用本文设 计的方法，能够有效的实现网管系统的告警信息的挖掘分析，提高网管的效率。 |
| 关键词: 数据挖掘；告警信息；关联规则 |
|
中图分类号: TP311
文献标识码: A
|
|
| A Study on the Network Management Alarm Processing Method Based on Data Mining |
|
XU Shaoqing，MA Biao，An Haiying
|
(Jilin Electric Power Co., Ltd., Changchun 130021, China)
|
| Abstract: In order to facilitate network managers in the power industry to quickly find useful information from the alarm and rapidly locate the equipment failure,the paper designs an alarm information processing framework,which is composed of the interface alarm collection,the fault processing system,the alarm correlation analysis module,etc..Preprocessing is conducted through filtering alarms,complementing the missing value of data,and removing duplicate data. Alarms are recognized and matched through alarm detection and correlation analysis mechanism.It implements the alarm information mining based on the association principle.The method proposed in this paper can effectively implement the analysis and mining of the alarm information on the network management system and improve the efficiency of network management. |
| Keywords: data mining;alarm information;association principle |
