Method for the machine learning of frequent chronicles in an alarm log for the monitoring of dynamic systems
    1.
    发明申请
    Method for the machine learning of frequent chronicles in an alarm log for the monitoring of dynamic systems 失效
    用于监视动态系统的报警日志中机器学习频繁编年史的方法

    公开(公告)号:US20060208870A1

    公开(公告)日:2006-09-21

    申请号:US10554303

    申请日:2004-05-25

    摘要: An automatic method for learning frequent chronicles in an alarm log of a dynamic system for supervision of the system, and a learning system for using the method in a supervision system. According to the method, in an alarm log, alarm sequences are selected and then grouped in groups of similar sequences. Alarms of the groups are then used to produce partial logs. Frequent chronicles are then learned on each transmitted partial log and the partial set of frequent chronicles is determined. Then a set of chronicles in the log is formed with chronicles of the various partial sets.

    摘要翻译: 一种用于在系统监控的动态系统的报警日志中学习频繁编年史的自动方法,以及在监督系统中使用该方法的学习系统。 根据该方法,在报警日志中,选择报警序列,然后以相似序列的组分组。 然后使用组的警报来生成部分日志。 然后在每个传送的部分日志上学习频繁的编年史,并确定频繁编年史的部分集合。 然后,日志中的一组编年史由各种部分集的编年史组成。

    Method for the machine learning of frequent chronicles in an alarm log for the monitoring of dynamic systems
    2.
    发明授权
    Method for the machine learning of frequent chronicles in an alarm log for the monitoring of dynamic systems 失效
    用于监视动态系统的报警日志中机器学习频繁编年史的方法

    公开(公告)号:US07388482B2

    公开(公告)日:2008-06-17

    申请号:US10554303

    申请日:2004-05-25

    IPC分类号: G08B29/00

    摘要: An automatic method for learning frequent chronicles in an alarm log of a dynamic system for supervision of the system, and a learning system for using the method in a supervision system. According to the method, in an alarm log, alarm sequences are selected and then grouped in groups of similar sequences. Alarms of the groups are then used to produce partial logs. Frequent chronicles are then learned on each transmitted partial log and the partial set of frequent chronicles is determined. Then a set of chronicles in the log is formed with chronicles of the various partial sets.

    摘要翻译: 一种用于在系统监控的动态系统的报警日志中学习频繁编年史的自动方法,以及在监督系统中使用该方法的学习系统。 根据该方法,在报警日志中,选择报警序列,然后以相似序列的组分组。 然后使用组的警报来生成部分日志。 然后在每个传送的部分日志上学习频繁的编年史,并确定频繁编年史的部分集合。 然后,日志中的一组编年史由各种部分集的编年史组成。