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7. Mechanics, Astronomy, Numerical Analysis, and Mathematical Models in Sciences
Dirac, Lagrange and monotone structures in energy-based mathematical modeling of dynamical systems
Volker Mehrmann
Institut für Mathematik, Technische Universität Berlin, Germany
Abstract:
Most real world dynamical systems consist of subsystems from different physical domains,
modelled by partial-differential equations, ordinary differential equations, and algebraic
equations, combined with input and output connections.
To deal with such complex system,
in recent years the class of dissipative port-Hamiltonian (pH) descriptor systems has
emerged as a very successful modeling methodology. The main reasons are that the network
based interconnection of pH systems is again pH, Galerkin projection in PDE discretization
and model reduction preserve the pH structure and the physical properties are encoded in
the geometric properties of the flow as well as the algebraic properties of the equations.
Furthermore, dissipative pH system form a very robust representation under structured
perturbations and directly indicate Lyapunov functions for stability analysis.
Using global geometric and algebraic points of view, via Dirac, Lagrange or monotone spaces
or manifolds, translations between different representations are presented.
Characterizations are also derived when a general differential-algebraic system can
be transformed into one of these structured representations. Numerical approaches for
computing the structural information and the described transformations are derived
and the results are demonstrated with some real world examples.