Balancing of Lossless and Passive Systems

Different balancing techniques are applied to lossless nonlinear systems, with open-loop balancing applied to their scattering representation. It is shown that they all lead to the same result: the pair of to-be-balanced functions is given by two copies of the physical energy function, yielding thus no information about the relative importance of the state components in a balanced realization. In particular, in the linear lossless case all balancing singular values and similarity invariants are equal to one. This result is extended to general passive systems, in which case the to-be-balanced functions are ordered into a single sequence of inequalities, and the similarity invariants are all less than or equal to one.

[1]  P. S. Bauer Dissipative Dynamical Systems: I. , 1931, Proceedings of the National Academy of Sciences of the United States of America.

[2]  van der Arjan Schaft,et al.  Normalized coprime factorizations and balancing for unstable nonlinear systems , 1994 .

[3]  P. Moylan,et al.  The stability of nonlinear dissipative systems , 1976 .

[4]  Arjan van der Schaft,et al.  On balancing of passive systems , 2007, 2007 European Control Conference (ECC).

[5]  E. Jonckheere,et al.  A contraction mapping preserving balanced reduction scheme and its infinity norm error bounds , 1988 .

[6]  Louis Weinberg,et al.  Network Analysis and Synthesis , 1962 .

[7]  J. M. A. Scherpen,et al.  Balancing for nonlinear systems , 1993 .

[8]  Sijbren Weiland Theory of approximation and disturbance attenuation for linear systems. , 1991 .

[9]  Giovanni Muscato,et al.  Singular perturbation approximation of bounded real balanced and stochastically balanced transfer matrices , 1997 .

[10]  Edmond A. Jonckheere,et al.  LQG balancing and reduced LQG compensation of symmetric passive systems , 1985 .

[11]  Danny C. Sorensen,et al.  Passivity preserving model reduction via interpolation of spectral zeros , 2003, 2003 European Control Conference (ECC).

[12]  Edmond A. Jonckheere,et al.  A new set of invariants for linear systems--Application to reduced order compensator design , 1983 .

[13]  Arjan van der Schaft,et al.  On balancing of passive systems , 2007 .

[14]  Franklin Fa-Kun Kuo,et al.  Network analysis and synthesis , 1962 .

[15]  Michael G. Safonov,et al.  Multiplicative-error bound for balanced stochastic truncation model reduction , 1992 .

[16]  George Danezis,et al.  Prying Data out of a Social Network , 2009, 2009 International Conference on Advances in Social Network Analysis and Mining.

[17]  D.L. Elliott,et al.  Feedback systems: Input-output properties , 1976, Proceedings of the IEEE.

[18]  Athanasios C. Antoulas,et al.  A new result on passivity preserving model reduction , 2005, Syst. Control. Lett..

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

[20]  A. Schaft L2-Gain and Passivity Techniques in Nonlinear Control. Lecture Notes in Control and Information Sciences 218 , 1996 .

[21]  P ? ? ? ? ? ? ? % ? ? ? ? , 1991 .

[22]  B. Moore Principal component analysis in linear systems: Controllability, observability, and model reduction , 1981 .