System-theoretic Analysis and Controller Design for PDEs
System-theoretic Analysis and Controller Design for PDEs
Disciplines
Electrical Engineering, Electronics, Information Engineering (30%); Mathematics (70%)
Keywords
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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
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.
- Universität Linz - 100%
- 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
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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
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2019
Title Flatness based system decompositions Type Other Start of Funding 2019