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System-theoretic Analysis and Controller Design for PDEs

System-theoretic Analysis and Controller Design for PDEs

Markus Schöberl (ORCID: 0000-0001-5539-7015)
  • Grant DOI 10.55776/P29964
  • Funding program Principal Investigator Projects
  • Status ended
  • Start May 1, 2017
  • End October 31, 2021
  • Funding amount € 389,487
  • Project website

Disciplines

Electrical Engineering, Electronics, Information Engineering (30%); Mathematics (70%)

Keywords

    Control Theory, Partial Differential Equations, Formal Theory of PDEs on Jet Bundles, Infinite-dimensional port-Hamiltonian control syst, Energy based Control for PDEs, Differential Geometry for Systems Theory

Abstract Final report

The analysis and control of systems is advantageously based on mathematical models of the underlying (physical) processes. Dynamical processes can be described by so-called differential equations, where ordinary and partial differential equations are distinguished. The analysis of the latter system class is a challenging field of research in systems and control theory, and many results that are known for ordinary differential equations since decades could not yet be transferred to the more complex class of partial differential equations. In this project we want to contribute here. With mathematical methods we want to perform system analysis, i.e. characterize formal properties of the dynamical systems, and furthermore design control laws to impose a desired behaviour on the processes. In this research project differential geometric methods shall be employed, but we strive for an interdisciplinary project, and therefore we are also interested in a symbiosis of several mathematical disciplines. Starting from a formal approach based on the mentioned geometric methods, we plan to use, amongst others, also functional analytic methods. In the literature there already exist approaches that are purely formal (i.e. differential geometric), as well as methods that use function theory. However, up to the knowledge of the applicant, a holistic/integrated approach for the analysis of partial differential equations from a system and control theoretic viewpoint has not yet been considered. With the current state of the art, a systematic controller design for partial differential equations is only possible for very simple systems, and one of the main goals of the present project is to develop a systematic design method that is based on energy flows. For this purpose, we use a system representation that is linked to the energy relations, and we try to manipulate the energy flows in such a way that the system shows a desired behaviour. For the examination of energy balances, the formal methods based on differential geometric concepts are perfectly suited. However, the mathematical proof that the system then exhibits the desired behaviour requires functional analytic methods.

Dynamic processes can be described using so-called differential equations (DEs), whereby a distinction is made here between ordinary and partial differential equations. The analysis for the latter system class is a demanding area within the framework of systems and control theory. In this project, mainly differential-geometric methods were used to characterize system properties on the one hand and to design controllers on the other hand. The controller designs analyzed in this project are based on the idea of influencing the energy flows in such a way that the system shows a desired behavior. This has been systematically investigated for mechanical systems such as beams or plates, whereby the actuators intervene either on the boundary (forces or moments) or in the domain (e.g. through force densities generated by piezoelectric actuators). However, these control concepts also require information about the current state of the system. Therefore, as part of this energy-based approach, virtual sensors (observers) were also designed to accomplish this. For systems that are described by partial differential equations, this is highly non-trivial - in particular the proof that these virtual sensors actually provide correct estimates of the system variables. In addition to these controller and observer designs, more fundamental questions of a system-theoretical nature were also considered. This involved the analysis of system classes (here partial differential equations) with regard to the question of the extent to which controllers, observers or controls can in principle be designed for such systems. For this purpose, different mathematical concepts were used, such as classical and generalized symmetry groups, but also functional-theoretical concepts. The latter are indispensable, e.g. in particular for proving the exact controllability of a system. Also very useful in this context is the concept of flatness, which was used to design a feed-forward control for an under-actuated beam. For partial differential equations, however, the concept of flatness is mainly restricted to the linear case. However, partial differential equations can always be converted to difference equations by discretization with regard to space and time. For this system class, a systematic test for the property of flatness was developed as part of this project, which is computationally much easier than all the methods previously known in the literature on this subject.

Research institution(s)
  • Universität Linz - 100%
International project participants
  • Yann Le Gorrec, Engineering School of Micromechanics and Microsystems (ENSMM) - France
  • Hans Zwart, University of Twente - Netherlands

Research Output

  • 126 Citations
  • 33 Publications
  • 1 Fundings
Publications
  • 2018
    Title Application of Symmetry Groups to the Observability Analysis of Partial Differential Equations,
    Type Conference Proceeding Abstract
    Author Kolar B
    Conference 23rd International Symposium on Mathematical Theory of Networks and Systems
    Pages 247-254
    Link Publication
  • 2018
    Title Energy-Based Control of Nonlinear Infinite-Dimensional Port-Hamiltonian Systems with Dissipation
    DOI 10.1109/cdc.2018.8619380
    Type Conference Proceeding Abstract
    Author Malzer T
    Pages 3746-3751
    Link Publication
  • 2018
    Title Symmetry Groups and the Observability of PDEs
    DOI 10.1002/pamm.201800019
    Type Journal Article
    Author Kolar B
    Journal PAMM
    Link Publication
  • 2019
    Title Energy-Based In-Domain Control of a Piezo-Actuated Euler-Bernoulli Beam ? ? This work has been supported by the Austrian Science Fund (FWF) under grant number P 29964-N32.
    DOI 10.1016/j.ifacol.2019.08.025
    Type Journal Article
    Author Malzer T
    Journal IFAC-PapersOnLine
    Pages 144-149
    Link Publication
  • 2019
    Title System-theoretic Analysis of Nonlinear Infinite-dimensional Systems with Generalized Symmetries
    DOI 10.48550/arxiv.1905.10933
    Type Preprint
    Author Kolar B
  • 2019
    Title On the Linearization of Flat Two-Input Systems by Prolongations and Applications to Control Design
    DOI 10.48550/arxiv.1910.07215
    Type Preprint
    Author Gstöttner C
  • 2018
    Title Energy-Based Control of Nonlinear Infinite-Dimensional Port-Hamiltonian Systems with Dissipation
    DOI 10.48550/arxiv.1807.05362
    Type Preprint
    Author Malzer T
  • 2018
    Title Application of Symmetry Groups to the Observability Analysis of Partial Differential Equations
    DOI 10.48550/arxiv.1804.01717
    Type Preprint
    Author Kolar B
  • 2018
    Title Energy-Based In-Domain Control of a Piezo-Actuated Euler-Bernoulli Beam
    DOI 10.48550/arxiv.1811.09672
    Type Preprint
    Author Malzer T
  • 2018
    Title On the Calculation of Differential Parametrizations for the Feedforward Control of an Euler-Bernoulli Beam
    DOI 10.48550/arxiv.1810.13276
    Type Preprint
    Author Kolar B
  • 2020
    Title A Structurally Flat Triangular Form Based on the Extended Chained Form
    DOI 10.48550/arxiv.2007.09935
    Type Preprint
    Author Gstöttner C
  • 2020
    Title A structurally flat triangular form based on the extended chained form
    DOI 10.1080/00207179.2020.1841302
    Type Journal Article
    Author Gstöttner C
    Journal International Journal of Control
    Pages 1144-1163
    Link Publication
  • 2020
    Title Stability Analysis of the Observer Error of an In-Domain Actuated Vibrating String
    DOI 10.1109/lcsys.2020.3025414
    Type Journal Article
    Author Malzer T
    Journal IEEE Control Systems Letters
    Pages 1237-1242
    Link Publication
  • 2020
    Title On structural invariants in the energy-based in-domain control of infinite-dimensional port-Hamiltonian systems
    DOI 10.1016/j.sysconle.2020.104778
    Type Journal Article
    Author Malzer T
    Journal Systems & Control Letters
    Pages 104778
    Link Publication
  • 2020
    Title Linearized Controllability Analysis of Semilinear Partial Differential Equations
    DOI 10.48550/arxiv.2005.12625
    Type Preprint
    Author Kolar B
  • 2022
    Title Necessary and Sufficient Conditions for Difference Flatness
    DOI 10.1109/tac.2022.3151615
    Type Journal Article
    Author Kolar B
    Journal IEEE Transactions on Automatic Control
    Pages 1715-1721
    Link Publication
  • 2021
    Title Differential–geometric decomposition of flat nonlinear discrete-time systems
    DOI 10.1016/j.automatica.2021.109828
    Type Journal Article
    Author Kolar B
    Journal Automatica
    Pages 109828
    Link Publication
  • 2021
    Title Zur Theorie und Anwendung der Flachheit nichtlinearer zeitdiskreter Systeme in Zustandsdarstellung
    DOI 10.1515/auto-2021-0016
    Type Journal Article
    Author Kolar B
    Journal at - Automatisierungstechnik
    Pages 574-584
    Link Publication
  • 2021
    Title Energy-Based In-Domain Control and Observer Design for Infinite-Dimensional Port-Hamiltonian Systems ? ? ? This work has been supported by the Austrian Science Fund (FWF) under grant number P 29964-N32.
    DOI 10.1016/j.ifacol.2021.06.104
    Type Journal Article
    Author Malzer T
    Journal IFAC-PapersOnLine
    Pages 468-475
    Link Publication
  • 2021
    Title Linearized Controllability Analysis of Semilinear Partial Differential Equations ? ? ? This work has been supported by the Austrian Science Fund (FWF) under grant number P 29964-N32.
    DOI 10.1016/j.ifacol.2021.06.093
    Type Journal Article
    Author Kolar B
    Journal IFAC-PapersOnLine
    Pages 347-352
    Link Publication
  • 2021
    Title On a Flat Triangular Form Based on the Extended Chained Form
    DOI 10.1016/j.ifacol.2021.06.082
    Type Journal Article
    Author Gstöttner C
    Journal IFAC-PapersOnLine
    Pages 245-252
    Link Publication
  • 2021
    Title On the Calculation of Differential Parametrizations for the Feedforward Control of an Euler–Bernoulli Beam
    DOI 10.1007/978-3-030-79325-8_11
    Type Book Chapter
    Author Kolar B
    Publisher Springer Nature
    Pages 123-136
  • 2021
    Title A normal form for two-input forward-flat nonlinear discrete-time systems
    DOI 10.1080/00207721.2020.1866095
    Type Journal Article
    Author Diwold J
    Journal International Journal of Systems Science
    Pages 1586-1598
    Link Publication
  • 2021
    Title A Trajectory-Based Approach to Discrete-Time Flatness
    DOI 10.1109/lcsys.2021.3071177
    Type Journal Article
    Author Diwold J
    Journal IEEE Control Systems Letters
    Pages 289-294
    Link Publication
  • 2021
    Title Observer design for a single mast stacker crane
    DOI 10.1515/auto-2021-0018
    Type Journal Article
    Author Ecker L
    Journal at - Automatisierungstechnik
    Pages 806-816
    Link Publication
  • 2021
    Title Energy-based Control and Observer Design for higher-order infinite-dimensional Port-Hamiltonian Systems
    DOI 10.48550/arxiv.2104.09329
    Type Preprint
    Author Malzer T
  • 2020
    Title A Normal Form for Two-Input Flat Nonlinear Discrete-Time Systems
    DOI 10.48550/arxiv.2004.09437
    Type Preprint
    Author Diwold J
  • 2021
    Title A Finite Test for the Linearizability of Two-Input Systems by a Two-Dimensional Endogenous Dynamic Feedback
    DOI 10.23919/ecc54610.2021.9655027
    Type Conference Proceeding Abstract
    Author Gstöttner C
    Pages 970-977
    Link Publication
  • 2021
    Title Energy-based Control and Observer Design for higher-order infinite-dimensional Port-Hamiltonian Systems ? ? This work has been supported by the Austrian Science Fund (FWF) under grant number P 29964-N32.
    DOI 10.1016/j.ifacol.2021.11.053
    Type Journal Article
    Author Malzer T
    Journal IFAC-PapersOnLine
    Pages 44-51
    Link Publication
  • 2020
    Title On a Flat Triangular Form Based on the Extended Chained Form
    DOI 10.48550/arxiv.2002.01203
    Type Preprint
    Author Gstöttner C
  • 2021
    Title Energy-Based Control and Observer Design of lnfinite - Dimensional Port-Hamiltonian Systems
    Type PhD Thesis
    Author Tobias Malzer
  • 2019
    Title System-theoretic Analysis of Nonlinear Infinite-dimensional Systems with Generalized Symmetries
    Type Conference Proceeding Abstract
    Author Kolar B
    Conference 11th IFAC Symposium on Nonlinear Control Systems
    Pages 438-439
    Link Publication
  • 2020
    Title On the Linearization of Flat Two-Input Systems by Prolongations and Applications to Control Design
    DOI 10.1016/j.ifacol.2020.12.1553
    Type Journal Article
    Author Gstöttner C
    Journal IFAC-PapersOnLine
    Pages 5479-5486
    Link Publication
Fundings
  • 2019
    Title Flatness based system decompositions
    Type Other
    Start of Funding 2019

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