Title :
Control-relevant discretization of nonlinear systems with time-delay using Taylor-Lie series
Author :
Kazantzis, Nikolaos ; Chong, K.T. ; Park, J.H. ; Parlos, Alexander G.
Author_Institution :
Worcester Polytech. Inst., MA, USA
Abstract :
A new time-discretization method for the development of a discrete-time (sampled-data) representation of a nonlinear continuous-time control system with time-delay is proposed. It is based on the Taylor-Lie series expansion method and zero-order hold (ZOH) 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. 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 a case study.
Keywords :
asymptotic stability; continuous time systems; control system synthesis; controllers; delay systems; discrete time systems; multidimensional systems; nonlinear control systems; sampled data systems; Taylor-Lie series expansion method; asymptotic stability; control relevant discretization; controller design techniques; discrete time representation; equilibrium properties; finite dimensional representation; mathematical structure; nonlinear continuous time control system; numerical properties; sampled data representation; system theoretic properties; time delay; time discretization method; zero order hold assumption; Communication system control; Concrete; Control systems; Convergence; Delay systems; Ear; Mechanical engineering; Nonlinear control systems; Nonlinear systems; Sampling methods;
Conference_Titel :
American Control Conference, 2003. Proceedings of the 2003
Print_ISBN :
0-7803-7896-2
DOI :
10.1109/ACC.2003.1238929