Non-conservative dissipativity and small-gain conditions for stability analysis of interconnected systems

Classical dissipativity and small-gain theory provide computationally tractable, but conservative methods to analyze stability of interconnected systems. In this paper, we propose a relaxation of the standard dissipativity and small-gain inequalities and prove that the corresponding conditions are necessary and sufficient for stability of interconnected systems. Thus, non-conservative conditions for stability of interconnected systems are obtained which are computationally tractable, as it is illustrated via a simple example. A further relaxation of the results is indicated for interconnected positive linear systems along with several other extensions.

[1]  Björn Rüffer Small-Gain Conditions and the Comparison Principle , 2010, IEEE Transactions on Automatic Control.

[2]  V. Lakshmikantham,et al.  Vector Lyapunov Functions and Stability Analysis of Nonlinear Systems , 1991 .

[3]  Boris Polyak,et al.  Superstable Linear Control Systems. II. Design , 2002 .

[4]  P. Moylan,et al.  Stability criteria for large-scale systems , 1978 .

[5]  Rob H. Gielen,et al.  On Parameterized Stabilization of Networked Dynamical Systems , 2011 .

[6]  Fabian R. Wirth,et al.  Small gain theorems for large scale systems and construction of ISS Lyapunov functions , 2012, CDC.

[7]  Randy A. Freeman,et al.  Robust Nonlinear Control Design , 1996 .

[8]  Zhong-Ping Jiang,et al.  A converse Lyapunov theorem for discrete-time systems with disturbances , 2002, Syst. Control. Lett..

[9]  Andrew R. Teel,et al.  Input-to-state stability analysis for interconnected difference equations with delay , 2012, Math. Control. Signals Syst..

[10]  Zhong-Ping Jiang,et al.  A vector Small-Gain Theorem for general nonlinear control systems , 2009, Proceedings of the 48h IEEE Conference on Decision and Control (CDC) held jointly with 2009 28th Chinese Control Conference.

[11]  Riccardo Scattolini,et al.  Decentralized MPC of nonlinear systems: An input‐to‐state stability approach , 2007 .

[12]  Hemanshu R. Pota,et al.  Stability of locally dissipative interconnected systems , 1993, IEEE Trans. Autom. Control..

[13]  Dragoslav D. Šiljak,et al.  Large-Scale Dynamic Systems: Stability and Structure , 1978 .

[14]  Hiroshi Ito Connecting several stability criteria for iISS networks and their application to a network computing model , 2011, IEEE Conference on Decision and Control and European Control Conference.

[15]  D. Aeyels,et al.  A new asymptotic stability criterion for nonlinear time-variant differential equations , 1998, IEEE Trans. Autom. Control..

[16]  Anders Rantzer,et al.  Distributed control of positive systems , 2011, IEEE Conference on Decision and Control and European Control Conference.

[17]  Mathukumalli Vidyasagar,et al.  Input-Output Analysis of Large-Scale Interconnected Systems , 1981 .

[18]  Eduardo D. Sontag,et al.  Diagonal stability of a class of cyclic systems and its connection with the secant criterion , 2006, Autom..

[19]  Rolf Findeisen,et al.  Practical set invariance for decentralized discrete time systems , 2010, 49th IEEE Conference on Decision and Control (CDC).

[20]  Alan J. Mayne,et al.  Qualitative Analysis of Large Scale Dynamical Systems , 1979 .

[21]  Hemanshu R. Pota,et al.  Stability of locally-dissipative interconnected system , 1990, 29th IEEE Conference on Decision and Control.

[22]  D. Angeli Intrinsic robustness of global asymptotic stability , 1999 .

[23]  Jan C. Willems,et al.  Dissipative Dynamical Systems , 2007, Eur. J. Control.

[24]  Fabian R. Wirth,et al.  Small gain theorems for large scale systems and construction of ISS Lyapunov functions , 2009, 2012 IEEE 51st IEEE Conference on Decision and Control (CDC).

[25]  H. Kiendl,et al.  Vector norms as Lyapunov functions for linear systems , 1992 .

[26]  Boris Polyak,et al.  Superstable Linear Control Systems. I. Analysis , 2002 .

[27]  Robert J. Plemmons,et al.  Nonnegative Matrices in the Mathematical Sciences , 1979, Classics in Applied Mathematics.

[28]  Cédric Langbort,et al.  Distributed control design for systems interconnected over an arbitrary graph , 2004, IEEE Transactions on Automatic Control.

[29]  Dragan Nesic,et al.  Discrete-time Lyapunov-based small-gain theorem for parameterized interconnected ISS systems , 2003, IEEE Trans. Autom. Control..

[30]  J. Willems Dissipative dynamical systems part I: General theory , 1972 .