New approach to model validation and fault diagnosis

被引：5

作者：

Savkin, AV ^{[1
]}

Petersen, IR ^{[1
]}

机构：

[1] AUSTRALIAN DEF FORCE ACAD,SCH ELECT ENGN,CANBERRA,ACT,AUSTRALIA

来源：

JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS | 1997年 / 94卷 / 01期

基金：

澳大利亚研究理事会;

关键词：

model validation; fault diagnosis; state estimation; uncertain systems;

D O I：

10.1023/A:1022676106903

中图分类号：

C93 [管理学]; O22 [运筹学];

学科分类号：

070105 ; 12 ; 1201 ; 1202 ; 120202 ;

摘要：

The paper presents a new approach to model validation and fault diagnosis problems for a class of uncertain systems in which the uncertainty is described by an integral quadratic constraint. The new approach is developed by applying methods from linear quadratic optimal control theory. This leads to a method for model validation and fault diagnosis which is based around a robust Kalman filter type structure.

引用

页码：241 / 250

页数：10

共 15 条

[1]

[Anonymous], THESIS CALTECH PASAD

[2] RECURSIVE STATE ESTIMATION FOR A SET-MEMBERSHIP DESCRIPTION OF UNCERTAINTY [J].

BERTSEKAS, DP ;

RHODES, IB .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1971, AC16 (02) :117-+

[3]

Boyd S., 1994, SIAM

[4]

CLEMENTS DJ, 1978, SINGULAR OPTIMAL CON

[5]

Lewis F.L., 1986, OPTIMAL CONTROL

[6]

PATTON R, 1989, FAULT DIAGNOSIS DYNA

[7]

Poolla K., 1992, Proceedings of the 1992 American Control Conference (IEEE Cat. No.92CH3072-6), P313

[8] AN UNCERTAINTY AVERAGING APPROACH TO OPTIMAL GUARANTEED COST CONTROL OF UNCERTAIN SYSTEMS WITH STRUCTURED UNCERTAINTY [J].

SAVKIN, AV ;

PETERSEN, IR .

AUTOMATICA, 1995, 31 (11) :1649-1653

[9] NONLINEAR VERSUS LINEAR-CONTROL IN THE ABSOLUTE STABILIZABILITY OF UNCERTAIN SYSTEMS WITH STRUCTURED UNCERTAINTY [J].

SAVKIN, AV ;

PETERSEN, IR .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (01) :122-127

[10] RECURSIVE STATE ESTIMATION FOR UNCERTAIN SYSTEMS WITH AN INTEGRAL QUADRATIC CONSTRAINT [J].

SAVKIN, AV ;

PETERSEN, IR .

IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (06) :1080-1083

← 1 2 →