Identifiability of linear time-invariant differential-algebraic systems - Application of differential algebra

被引：0

作者：

Ben-Zvi, A ^{[1
]}

McLellan, J ^{[1
]}

McAuley, K ^{[1
]}

机构：

[1] Queens Univ, Chem Engn Dept, Kingston, ON K7L 3N6, Canada

来源：

42ND IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-6, PROCEEDINGS | 2003年

关键词：

D O I：

10.1109/CDC.2003.1272521

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

A system is identifiable if and only if the relationship between the parameters and the input-output behaviour of the system is unique. If a system is not identifiable, then accurate parameter estimation is not possible because identical input-output behaviour can be obtained for several values of the parameters. Most identifiability work in the literature has focused on ordinary differential equation (ODE) models. In this work we propose a method for testing linear time-invariant (LTI) differential-algebraic (DAE) systems for identifiability. Our method is computationally efficient, allows the treatment of systems that are nonlinear in the parameters, and allows the construction of an identifiable realization of the system.

引用

页码：5549 / 5554

页数：6

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