Structure-preserving model reduction of complex physical systems

Port-based network modeling of complex physical systems naturally leads to port-Hamiltonian system models. This motivates the search for structure-preserving model reduction methods, which allow one to replace high-dimensional port-Hamiltonian system components by reduced-order ones. In this paper we treat a family of structure-preserving reduction methods for port-Hamiltonian systems, and discuss their relation with projection-based reduction methods for DAEs.

[1]  A. Schaft,et al.  The Hamiltonian formulation of energy conserving physical systems with external ports , 1995 .

[2]  Arjan van der Schaft,et al.  Interconnection of port-Hamiltonian systems and composition of Dirac structures , 2007, Autom..

[3]  Arjan van der Schaft,et al.  Balancing of Lossless and Passive Systems , 2008, IEEE Transactions on Automatic Control.

[4]  Arjan van der Schaft,et al.  Structure preserving model reduction of port-Hamiltonian systems by moment matching at infinity , 2010, Autom..

[5]  Athanasios C. Antoulas,et al.  Approximation of Large-Scale Dynamical Systems , 2005, Advances in Design and Control.

[6]  Stefano Stramigioli,et al.  Modeling and Control of Complex Physical Systems - The Port-Hamiltonian Approach , 2014 .

[7]  Serkan Gugercin,et al.  H2 Model Reduction for Large-Scale Linear Dynamical Systems , 2008, SIAM J. Matrix Anal. Appl..

[8]  Ha Binh Minh Model Reduction in a Behavioral Framework , 2009 .

[9]  A. Antoulas,et al.  H 2 Model Reduction for Large-scale Linear Dynamical Systems * , 2022 .

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

[11]  A. Schaft,et al.  Variational and Hamiltonian Control Systems , 1987 .

[12]  Wpmh Maurice Heemels,et al.  On switched Hamiltonian systems , 2002 .

[13]  A. Schaft,et al.  On Representations and Integrability of Mathematical Structures in Energy-Conserving Physical Systems , 1999 .

[14]  A. Schaft,et al.  Hamiltonian formulation of distributed-parameter systems with boundary energy flow , 2002 .

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

[16]  Arjan van der Schaft,et al.  Moment matching for linear port-Hamiltonian systems , 2009, 2009 European Control Conference (ECC).