Title :
Steady-State Analysis and Regulation of Discrete-Time Nonlinear Systems
Author :
Pavlov, Alexey ; Van de Wouw, Nathan
Author_Institution :
Statoil Res. Center, Porsgrunn, Norway
fDate :
7/1/2012 12:00:00 AM
Abstract :
This paper presents results on steady-state analysis and regulation for nonlinear discrete-time systems subject to time-varying excitations. In the analysis part of the paper, for convergent nonlinear systems (which have uniquely defined steady-state responses to excitations) we provide a complete characterization of the steady-state responses to excitations generated by an exosystem. As a corollary, we obtain a nonlinear frequency response function which extends the well-known FRF defined for linear systems to the class of nonlinear convergent systems. In the control part of the paper, we present a characterization of all controllers solving the global output regulation problem. All these results are obtained using the machinery of convergent systems, extended to the discrete-time setting. For piecewise affine systems, general results are supplied with a constructive design procedure.
Keywords :
control system synthesis; convergence; discrete time systems; frequency response; linear systems; nonlinear control systems; regulation; time-varying systems; constructive design procedure; convergent nonlinear systems; exosystem; global output regulation problem; linear systems; nonlinear convergent systems; nonlinear discrete time systems; nonlinear frequency response function; steady-state analysis; steady-state responses; time-varying excitation; Convergence; Frequency response; Harmonic analysis; Linear systems; Nonlinear systems; Steady-state; Vectors; Convergent systems; PWA systems; discrete-time systems; frequency response functions; incremental stability; nonlinear systems; output regulation;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2011.2178790