Litcius/Paper detail

Control of port-Hamiltonian differential-algebraic systems and applications

Volker Mehrmann, Benjamin Unger

2023Acta Numerica83 citationsDOI

Abstract

We discuss the modelling framework of port-Hamiltonian descriptor systems and their use in numerical simulation and control. The structure is ideal for automated network-based modelling since it is invariant under power-conserving interconnection, congruence transformations and Galerkin projection. Moreover, stability and passivity properties are easily shown. Condensed forms under orthogonal transformations present easy analysis tools for existence, uniqueness, regularity and numerical methods to check these properties. After recalling the concepts for general linear and nonlinear descriptor systems, we demonstrate that many difficulties that arise in general descriptor systems can be easily overcome within the port-Hamiltonian framework. The properties of port-Hamiltonian descriptor systems are analysed, and time discretization and numerical linear algebra techniques are discussed. Structure-preserving regularization procedures for descriptor systems are presented to make them suitable for simulation and control. Model reduction techniques that preserve the structure and stabilization and optimal control techniques are discussed. The properties of port-Hamiltonian descriptor systems and their use in modelling simulation and control methods are illustrated with several examples from different physical domains. The survey concludes with open problems and research topics that deserve further attention.

Topics & Concepts

DiscretizationNonlinear systemHamiltonian systemUniquenessComputer scienceDissipative systemAlgebraic numberHamiltonian (control theory)PassivityApplied mathematicsAlgebra over a fieldMathematicsMathematical optimizationMathematical analysisPure mathematicsQuantum mechanicsPhysicsElectrical engineeringEngineeringControl and Stability of Dynamical SystemsNumerical methods for differential equationsModel Reduction and Neural Networks