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Date
2022Type
- Conference Paper
ETH Bibliography
yes
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Abstract
Continued fractions are classical representations of complex objects (for example, real numbers) as sums and inverses of simpler objects (for example, integers). The analogy in linear circuit theory is a chain of series/parallel one-ports: the port behavior is a continued fraction containing the port behaviors of its elements. Truncating a continued fraction is a classical method of approximation, which corresponds to deleting the circuit elements furthest from the port. We apply this idea to chains of series/parallel one-ports composed of arbitrary nonlinear relations. This gives a model reduction method which automatically preserves properties such as incremental positivity. The Scaled Relative Graph (SRG) gives a graphical representation of the original and truncated port behaviors. The difference of these SRGs gives a bound on the approximation error, which is shown to be competitive with existing methods. Show more
Publication status
publishedExternal links
Book title
2022 IEEE 61st Conference on Decision and Control (CDC)Pages / Article No.
Publisher
IEEEEvent
Organisational unit
09478 - Dörfler, Florian / Dörfler, Florian
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ETH Bibliography
yes
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