Parametric Interpolants for Frequency-Domain Models of Marine Structures in the Loewner Framework

Traditionally, the dynamic analysis of marine structures is based on linear potential flow theory assumptions, in which a frequency-domain-based characterisation is seemingly computed using hydrodynamic codes. To circumvent the non-parametric nature of such models, this paper proposes the construction of parametric interpolants for marine structures, based on the Loewner framework. The Loewner approach to interpolation utilises pure frequency-based responses only, producing interpolants (dynamical models) in terms of descriptor systems employing simple projections, avoiding altogether the use of optimisation routines. Furthermore, since Loewner interpolants are, in general, not guaranteed to be input-output stable, we employ an algorithm to achieve optimal stability enforcement in <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\mathcal{R} \mathcal{H}_{\infty}$</tex>, by solving an associated Nehari problem. The overall performance of the proposed interpolants is assessed in detail, considering a numerical case study featuring a benchmark offshore structure.

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Published
2025-06-30
DOI
https://doi.org/10.1109/icca65672.2025.11129838
Primary Topic
Underwater Acoustics Research
Type
article
Field-Weighted Citation Impact
0.00

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article

Parametric Interpolants for Frequency-Domain Models of Marine Structures in the Loewner Framework

Nicolás Faedo, Bruno Paduano
Underwater Acoustics Research
article

Parametric Interpolants for Frequency-Domain Models of Marine Structures in the Loewner Framework

Nicolás Faedo, Bruno Paduano
article en

Abstract

Traditionally, the dynamic analysis of marine structures is based on linear potential flow theory assumptions, in which a frequency-domain-based characterisation is seemingly computed using hydrodynamic codes. To circumvent the non-parametric nature of such models, this paper proposes the construction of parametric interpolants for marine structures, based on the Loewner framework. The Loewner approach to interpolation utilises pure frequency-based responses only, producing interpolants (dynamical models) in terms of descriptor systems employing simple projections, avoiding altogether the use of optimisation routines. Furthermore, since Loewner interpolants are, in general, not guaranteed to be input-output stable, we employ an algorithm to achieve optimal stability enforcement in <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$\mathcal{R} \mathcal{H}_{\infty}$</tex>, by solving an associated Nehari problem. The overall performance of the proposed interpolants is assessed in detail, considering a numerical case study featuring a benchmark offshore structure.

Politecnico di Torino (IT)
European Commission
Openalex Percentile: Top 76%
Underwater Acoustics Research
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