[HTML][HTML] Phase-resolved real-time ocean wave prediction with quantified uncertainty based on variational Bayesian machine learning

J Zhang, X Zhao, S Jin, D Greaves - Applied Energy, 2022 - Elsevier
Phase-resolved wave prediction is of vital importance for the real-time control of wave
energy converters. In this paper, a novel wave prediction method is proposed, which, to the …

Real-time phase-resolved ocean wave prediction in directional wave fields: Enhanced algorithm and experimental validation

IC Kim, G Ducrozet, F Bonnefoy, V Leroy, Y Perignon - Ocean Engineering, 2023 - Elsevier
This paper details a comprehensive study of deterministic real-time wave forecasting in
directional seas. By using wave models on the basis of a Lagrangian description, a good …

[HTML][HTML] A real-time wave prediction in directional wave fields: Strategies for accurate continuous prediction in time

IC Kim, G Ducrozet, V Leroy, F Bonnefoy, Y Perignon… - Ocean …, 2024 - Elsevier
Previous research on real-time deterministic sea wave prediction has generally focused on
evaluating the accuracy and efficiency of short-term wave fields within a specific prediction …

Experimental and numerical assessment of deterministic nonlinear ocean waves prediction algorithms using non-uniformly sampled wave gauges

N Desmars, F Bonnefoy, ST Grilli, G Ducrozet… - Ocean …, 2020 - Elsevier
We assess the capability of fast wave models to deterministically predict nonlinear ocean
surface waves from non-uniformly distributed data such as sampled from an optical ocean …

Sea surface kinematics from near-nadir radar measurements

F Nouguier, B Chapron, F Collard… - … on Geoscience and …, 2018 - ieeexplore.ieee.org
Doppler radars at all incidence angles measure mean velocities and spreads that have
complex relations to oceanic motions, with opportunities to measure winds, waves, and …

An analytical model for the description of the full‐polarimetric sea surface D oppler signature

F Fois, P Hoogeboom, F Le Chevalier… - Journal of …, 2015 - Wiley Online Library
This paper describes an analytical model of the full‐polarimetric sea surface scattering and
Doppler signature. The model combines the small‐slope‐approximation theory (at the …

Nonlinear ocean wave reconstruction algorithms based on simulated spatiotemporal data acquired by a flash LIDAR camera

F Nouguier, ST Grilli, CA Guérin - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
We report on the development of free surface reconstruction algorithms to predict ocean
waves, based on spatial observations made with a high-frequency Flash light detection and …

Nonlinear deterministic sea wave prediction using instantaneous velocity profiles

M Huchet, A Babarit, G Ducrozet, JC Gilloteaux… - Ocean …, 2021 - Elsevier
Optimizing the production of wave energy converters using Model Predictive Control (MPC)
requires a real-time, deterministic prediction of the waves arriving at the device. This study …

[HTML][HTML] Numerical and experimental investigation on deterministic prediction of ocean surface wave and wave excitation force

IC Kim, G Ducrozet, V Leroy, F Bonnefoy… - Applied Ocean …, 2024 - Elsevier
Floating marine structures implement real-time wave excitation force prediction to address
optimal control issues. The accuracy of force prediction relies on adequate wave forecasting …

Effects of wind wave spectra, non-gaussianity, and swell on the prediction of ocean microwave backscatter with facet two-scale model

Y Wu, C Fan, Q Yan, J Meng, T Song, J Zhang - Remote Sensing, 2023 - mdpi.com
The image intensity of high-resolution synthetic aperture radar (SAR) is closely related to the
facet scattering distribution. In this paper, the effects of wind wave spectra, non-Gaussianity …