Sensor fault diagnostics for a class of non-finear systems using linear matrix inequalities

被引:43
作者
Rajamani, R [1 ]
Ganguli, A [1 ]
机构
[1] Univ Minnesota, Dept Mech Engn, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
D O I
10.1080/00207170412331270523
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper develops a systematic approach to fault diagnostic system design for sensor health monitoring in Lipschitz non-linear systems. The methodology applies to non-linear systems with three or more sensors in which the state is observable through any one of the sensor measurements. Two major issues are addressed in the paper-observer design for the non-linear system to ensure directional growth of residues for failure identification and use of linear matrix inequalities for explicit design of the observer gain. The use of the methodology is demonstrated through an illustrative example.
引用
收藏
页码:920 / 930
页数:11
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