Control-relevant discretization of nonlinear systems with time-delay using Taylor-Lie series

被引:24
作者
Kazantzis, N
Chong, KT
Park, JH
Parlos, AG [1 ]
机构
[1] Texas A&M Univ, Dept Mech Engn, College Stn, TX 77843 USA
[2] Worcester Polytech Inst, Dept Chem Engn, Worcester, MA 01609 USA
来源
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME | 2005年 / 127卷 / 01期
关键词
D O I
10.1115/1.1870046
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 new time-discretization method for the development of a sampled-data representation of a nonlinear continuous-time input-driven system with time delay is proposed. It is based on the Taylor-Lie series expansion method and zero-order hold assumption. The mathematical structure of the new discretization scheme is explored and characterized as useful for establishing concrete connections between numerical and system-theoretic properties. In particular the effect of the time-discretization method on key properties of nonlinear control systems, such as equilibrium properties and asymptotic stability, is examined. The resulting time-discretization provides a finite-dimensional representation for nonlinear control systems with time-delay enabling the application of existing controller design techniques. The performance of the proposed discretization procedure is evaluated using the case study of a two-degree-of-freedom mechanical system that exhibits nonlinear behavior. Various sampling rates and time-delay values are considered.
引用
收藏
页码:153 / 159
页数:7
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