Hydrodynamics-based geometric optimisation and parametric analysis of a wing-type floating breakwater

The wave attenuation performance of floating breakwaters (FBs) is usually limited under long wave conditions. This study investigated wing-type FBs in a two-dimensional wave flume, using the Smoothed Particle Hydrodynamics (SPH) method, which was validated against previous experiments. To minimise the cross-sectional area ( Area ) while ensuring effective wave attenuation (with transmission coefficient k t < 0.20) of a wing-type FB, the geometric parameters, including FB width ( W FB ) and draft ( D FB ), as well as wing height ( H wing ), width ( W wing ), and angle ( A wing ), were optimised under the selected extreme wave condition. A Support Vector Regression (SVR)-trained surrogate model was used to predict k t for wing-type FBs, and a genetic algorithm (GA) was applied to identify the optimal solutions. The effects of geometric parameters and wave conditions on the hydrodynamic responses of wing-type FBs were analysed. The results showed that, compared with the initially designed wing-type FB, the optimal solution reduced the Area by 20 %, increased W FB by 15 %, and decreased D FB by 47 %. As A wing and H wing / L w ( L w is wavelength) increased, k t decreased and then increased, with the minimum values occurring when A wing was between 20° and 40° and H wing / L w was between 0.02 and 0.03. Increasing W wing , D FB, or W FB reduced k t . For incident wave periods T ≥ 0.9 s, the optimised wing-type FB showed improved wave attenuation compared with the box-type FB; for T < 1.1 s, k t of the wing-type FB was less than 0.60. This study offers a useful reference for the design of FBs in offshore environments. • A 2D SPH wave flume was established and validated to study wing-type FBs. • An SVR-GA framework optimised wing-type FB geometry, minimising area with k t < 0.20. • Hydrodynamic performance of wing-type FB was analysed across geometries and waves.

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Publication Details

Journal
Ocean Engineering
Published
2026-01-29
DOI
https://doi.org/10.1016/j.oceaneng.2026.124422
Primary Topic
Wave and Wind Energy Systems
Type
article
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article

Hydrodynamics-based geometric optimisation and parametric analysis of a wing-type floating breakwater

Lorenzo Cappietti, Zhiyu Jiang, Zihan Liu
Ocean Engineering
Wave and Wind Energy Systems
article

Hydrodynamics-based geometric optimisation and parametric analysis of a wing-type floating breakwater

Lorenzo Cappietti, Zhiyu Jiang, Zihan Liu
article en

Abstract

The wave attenuation performance of floating breakwaters (FBs) is usually limited under long wave conditions. This study investigated wing-type FBs in a two-dimensional wave flume, using the Smoothed Particle Hydrodynamics (SPH) method, which was validated against previous experiments. To minimise the cross-sectional area ( Area ) while ensuring effective wave attenuation (with transmission coefficient k t < 0.20) of a wing-type FB, the geometric parameters, including FB width ( W FB ) and draft ( D FB ), as well as wing height ( H wing ), width ( W wing ), and angle ( A wing ), were optimised under the selected extreme wave condition. A Support Vector Regression (SVR)-trained surrogate model was used to predict k t for wing-type FBs, and a genetic algorithm (GA) was applied to identify the optimal solutions. The effects of geometric parameters and wave conditions on the hydrodynamic responses of wing-type FBs were analysed. The results showed that, compared with the initially designed wing-type FB, the optimal solution reduced the Area by 20 %, increased W FB by 15 %, and decreased D FB by 47 %. As A wing and H wing / L w ( L w is wavelength) increased, k t decreased and then increased, with the minimum values occurring when A wing was between 20° and 40° and H wing / L w was between 0.02 and 0.03. Increasing W wing , D FB, or W FB reduced k t . For incident wave periods T ≥ 0.9 s, the optimised wing-type FB showed improved wave attenuation compared with the box-type FB; for T < 1.1 s, k t of the wing-type FB was less than 0.60. This study offers a useful reference for the design of FBs in offshore environments. • A 2D SPH wave flume was established and validated to study wing-type FBs. • An SVR-GA framework optimised wing-type FB geometry, minimising area with k t < 0.20. • Hydrodynamic performance of wing-type FB was analysed across geometries and waves.

Ocean EngineeringVol. 351
University of Agder (NO), University of Florence (IT)
Life below water
Openalex Percentile: Top 74%
Wave and Wind Energy Systems
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