讨论了基于人工智能的主动空间数据挖掘技术在故障管理中的应用 ,给出了一个应用模型 .其中主动空间数据挖掘技术主要体现在数据融合 ,数据挖掘和知识发现的过程中 .文中首先给出了规则定义和触发器定义 ,并对专家系统的知识发现过程给出了基于时间窗口的告警关联算法 .最后给出了在仿真环境下的系统性能测试分析 .模型实现和分析数据表明该模型是的可行的 The application of active spatial data mining based on artificial intelligence in fault management is discussed, and an application model is given, in which the active spatial data mining technology is mainly embodied in the process of data fusion, data mining and knowledge discovery. The definition of the rules and the definitions of the triggers are given and the alarm correlation algorithm based on the time window is given for the knowledge discovery process of the expert system.Finally, the system performance testing and analysis is given under the simulation environment.The model realization and analysis data show that the model is Feasible