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Singular perturbations for hyperbolic port-Hamiltonian and non-hyperbolic systems Scherpen, Jacqueline
Description
In this talk we explore the methodology of model order reduction based on singular
perturbations for a fexible-joint robot within the port-Hamiltonian framework. The model is an ode model that is obtained after discretisation.
We show that a fexible-joint robot has a port-Hamiltonian representation which is also a singularly perturbed
ordinary differential equation. Moreover, the associated reduced slow subsystem corresponds to
a port-Hamiltonian model of a rigid-joint robot. To exploit the usefulness of the reduced models,
we provide a numerical example where an existing controller for a rigid robot is implemented.
In addition, we provide ideas on how to expand this to planar slow-fast systems at a non-hyperbolic point.
At these type of points, the classical theory of singular perturbations
is not applicable and new techniques need to be
introduced in order to design a controller that stabilizes such
a point. We show for some class of nonlinear systems that using geometric desingularization (also
known as blow up), it is possible to design, in a simple way,
controllers that stabilize non-hyperbolic equilibrium points of
slow-fast systems. Furthermore, we include controller design in the development.
Item Metadata
| Title |
Singular perturbations for hyperbolic port-Hamiltonian and non-hyperbolic systems
|
| Creator | |
| Publisher |
Banff International Research Station for Mathematical Innovation and Discovery
|
| Date Issued |
2017-07-20T13:34
|
| Description |
In this talk we explore the methodology of model order reduction based on singular
perturbations for a fexible-joint robot within the port-Hamiltonian framework. The model is an ode model that is obtained after discretisation.
We show that a fexible-joint robot has a port-Hamiltonian representation which is also a singularly perturbed
ordinary differential equation. Moreover, the associated reduced slow subsystem corresponds to
a port-Hamiltonian model of a rigid-joint robot. To exploit the usefulness of the reduced models,
we provide a numerical example where an existing controller for a rigid robot is implemented.
In addition, we provide ideas on how to expand this to planar slow-fast systems at a non-hyperbolic point.
At these type of points, the classical theory of singular perturbations
is not applicable and new techniques need to be
introduced in order to design a controller that stabilizes such
a point. We show for some class of nonlinear systems that using geometric desingularization (also
known as blow up), it is possible to design, in a simple way,
controllers that stabilize non-hyperbolic equilibrium points of
slow-fast systems. Furthermore, we include controller design in the development.
|
| Extent |
39 minutes
|
| Subject | |
| Type | |
| File Format |
video/mp4
|
| Language |
eng
|
| Notes |
Author affiliation: University of Groningen Netherlands
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| Series | |
| Date Available |
2018-01-16
|
| Provider |
Vancouver : University of British Columbia Library
|
| Rights |
Attribution-NonCommercial-NoDerivatives 4.0 International
|
| DOI |
10.14288/1.0363055
|
| URI | |
| Affiliation | |
| Peer Review Status |
Unreviewed
|
| Scholarly Level |
Faculty
|
| Rights URI | |
| Aggregated Source Repository |
DSpace
|
Item Media
Item Citations and Data
Rights
Attribution-NonCommercial-NoDerivatives 4.0 International