计算机工程与应用 ›› 2009, Vol. 45 ›› Issue (9): 4-7.DOI: 10.3778/j.issn.1002-8331.2009.09.002

• 博士论坛 • 上一篇    下一篇

基于多目标约束的鲁棒故障检测滤波器设计

崔 宇,黄心汉   

  1. 华中科技大学 控制科学与工程系,武汉 430074
  • 收稿日期:2008-11-18 修回日期:2008-12-16 出版日期:2009-03-21 发布日期:2009-03-21
  • 通讯作者: 崔 宇

Robust fault detection filter design based on multi-objective constraint

CUI Yu,HUANG Xin-han   

  1. School of Control Science and Engineering,Huazhong University of Science and Technology,Wuhan 430074,China
  • Received:2008-11-18 Revised:2008-12-16 Online:2009-03-21 Published:2009-03-21
  • Contact: CUI Yu

摘要: 针对包含未知输入的线性时不变系统,研究了其鲁棒故障检测滤波器设计问题。由于故障信号往往分布在有限频域段内,设计的目标包括使特定有限频域段上的复合性能指标最小化以及满足区域极点配置的要求。一个基于LMI的方法被提出用于解决该设计问题。该方法的优点在于求解过程中可以获取给定有限频域段上的频域指标的真实值,并可求得满足目标的最优解。因此,设计的故障检测滤波器可以获得良好的故障检测性能。一个基于某国产歼击机的设计实例验证了该方法的有效性。

关键词: 故障检测, 滤波器滤波, 线性矩阵不等式

Abstract: The robust fault detection filter(RFDF) design problem for linear time invariant(LTI) system with unknown inputs is studied.Consider that the fault signals usually lie in a finite frequency range,the design objective is set to minimize the combined performance index over the specified frequency range as well as to satisfy regional constraint on filter poles.A linear matrix inequality(LMI) based solution is proposed.The advantages of the proposed solution lie in that the real values of the indices over the given frequency range are accessible during the solving process and the optimal solution can be achieved.Therefore,the designed RFDF can acquire a satisfactory performance.An aircraft design example demonstrates the effectiveness of the solution.

Key words: fault detection, filter design, linear matrix inequality(LMI)