Robust Implementable Regulator Design of General Linear Systems

Robust implementable output regulator design approaches are studied for general linear continuous-time systems with periodically sampled measurements, consisting of both the regulation errors and extra measurements that are generally non-vanishing in steady state. A digital regulator is first developed via the conventional emulation-based approach, rendering the regulation errors asymptotically bounded with a small sampling period. We then develop a hybrid design framework by incorporating a generalized hold device, which transforms the original problem into the problem of designing an output feedback controller fulfilling two conditions for a discrete-time system. We show that such a controller can always be obtained by designing a discrete-time internal model, a discrete-time washout filter, and a discrete-time output feedback stabilizer. As a result, the regulation errors are shown to be globally exponentially convergent to zero, while the sampling period is fixed but can be arbitrarily large. This design framework is further developed for a multi-rate digital regulator with a large sampling period of the measurements and a small control execution period.

[1]  Bruce A. Francis,et al.  The internal model principle of control theory , 1976, Autom..

[2]  Lorenzo Marconi,et al.  Robust Nonlinear Regulation: Continuous-Time Internal Models and Hybrid Identifiers , 2014, IEEE Transactions on Automatic Control.

[3]  Lorenzo Marconi,et al.  Shifting the internal model from control input to controlled output in nonlinear output regulation , 2012, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[4]  Lorenzo Marconi,et al.  Robust output synchronization of a network of heterogeneous nonlinear agents via nonlinear regulation theory , 2013, 52nd IEEE Conference on Decision and Control.

[5]  Lorenzo Marconi,et al.  Nonlinear Output Regulation , 2010, The Control Systems Handbook.

[6]  Huibert Kwakernaak,et al.  Linear Optimal Control Systems , 1972 .

[7]  B. Castillo-Toledo,et al.  Structurally stable regulation for a class of nonlinear systems: Application to a rotary inverted pendulum , 2006 .

[8]  Lorenzo Marconi,et al.  Pre-Processing Nonlinear Output Regulation with Non Vanishing Measurements , 2018, 2018 IEEE Conference on Decision and Control (CDC).

[9]  D. Lawrence,et al.  Output regulation for linear systems with sampled measurements , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[10]  Nathan van de Wouw,et al.  Emulation-based output regulation of linear networked control systems subject to scheduling and uncertain transmission intervals , 2019, IFAC-PapersOnLine.

[11]  Laura Menini,et al.  Robust Hybrid Output Regulation for Linear Systems With Periodic Jumps: Semiclassical Internal Model Design , 2017, IEEE Transactions on Automatic Control.

[12]  C. Kellett,et al.  Robust Regulator Design of General Linear Systems with Sampled Measurements , 2020 .

[13]  Wei Liu,et al.  Output regulation of linear systems via sampled-data control , 2020, Autom..

[14]  S. Monaco,et al.  On regulation under sampling , 1997, IEEE Trans. Autom. Control..

[15]  Morishigekimura Preservation of stabilizability of a continuous time-invariant linear system after discretization , 1990 .

[16]  Lei Wang,et al.  Adaptive Semiglobal Nonlinear Output Regulation: An Extended-State Observer Approach , 2019, IEEE Transactions on Automatic Control.

[17]  Ricardo G. Sanfelice,et al.  Hybrid Dynamical Systems: Modeling, Stability, and Robustness , 2012 .

[18]  Fanghong Guo,et al.  Robust cooperative output regulation of uncertain linear multi-agent systems not detectable by regulated output , 2019, Autom..

[19]  David J. N. Limebeer,et al.  Linear Robust Control , 1994 .

[20]  A. Isidori,et al.  Semiglobal nonlinear output regulation with adaptive internal model , 2000, Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187).

[21]  A. Isidori,et al.  Output regulation of nonlinear systems , 1990 .

[22]  João P. Hespanha,et al.  Output regulation for non‐square linear multi‐rate systems , 2014 .

[23]  Dragan Nesic,et al.  A Lyapunov Proof of an Improved Maximum Allowable Transfer Interval for Networked Control Systems , 2007, IEEE Transactions on Automatic Control.

[24]  Daniele Astolfi,et al.  Emulation-based semiglobal output regulation of minimum phase nonlinear systems with sampled measurements , 2018, 2018 European Control Conference (ECC).

[25]  Lorenzo Marconi,et al.  Internal Model Principle for Linear Systems With Periodic State Jumps , 2013, IEEE Transactions on Automatic Control.

[26]  Hassan K. Khalil,et al.  Nonlinear Systems Third Edition , 2008 .