数据驱动的故障诊断与容错控制:进展与可能的新方向

摘要：

This paper presents a selected survey covering the advances of fault diagnosis and fault tolerant control using data driven techniques.A brief summary of the general developments in fault detection and diagnosis for industrial processes is given,which is then followed by discussions on the widely used data driven and knowledge-basedtechniques.A successful application example is also given, which deals with faultscaused by the misplacement of control loop set points and several areas of potentialfuture directions are included in the paper.

关键词： 数据驱动 故障诊断 容错控制

作者: 王宏 柴天佑 丁进良 布朗·马丁

会议类型: 国内会议

会议名称: 第33期双清论坛——基于数据的控制、决策、调度与故障诊断

会议地点: 北京

会议语种:中文

页码: 739-747

在线出版日期: 2008-11-06（万方平台首次上网日期，不代表论文的发表时间）