• Home
  • Search
  • Surrogate hydrodynamic modelling for wave energy system control co-design
  • Cite Icon2
  • https://doi.org/10.1016/j.apor.2025.104679Copy DOI Icon

Surrogate hydrodynamic modelling for wave energy system control co-design

Show More
  • Abstract
  • Literature Map
  • References
  • Citations
  • Similar Papers
Abstract

Optimisation and control co-design, for wave energy systems, is receiving increased focus, in the drive to design commercially viable wave energy systems. A consistent bottleneck in wave energy converter (WEC) system optimisation is the need to iteratively calculate hydrodynamic forces, which is computationally time-consuming. One solution, to improve the computational efficiency of WEC optimisation loops, is through the use of surrogate models, which are computationally efficient approximations of the fundamental calculations provided by linear potential-flow boundary-element solvers. Surrogate models offer a computationally efficient framework for conducting iterative design optimisation provided sampling of the search space, when collating training data at the pre-computation stage, is well designed. Surrogate models can be used both to evaluate hydrodynamic response parameters and to calculate objective function values (e.g., captured energy or cost of energy), within design optimisation loops. This study explores both options and examines the computational time/fidelity trade-off involved in the use of surrogate models for WEC geometry optimisation. • Surrogate models emulate hydrodynamics for efficient WEC geometry control co-design. • A single surrogate linear hydrodynamics model is applied to three WEC CCD scenarios. • Careful design space sampling for training data reduces BEM pre-computation times. • Artificial neural network interpolation accuracy is similar to cubic polynomials.

Similar Papers
  • PDF
  • Research Article
  • Citations6

Renewable Wave Energy Potential for the Sustainable Offshore Oil Platforms in South China Sea

  • Jan 01, 2021
  • IEEE Access
  • Zafarullah Nizamani +4
  • Research Article
  • Citations27

WECs microarray effect on the coupled dynamic response and power performance of a floating combined wind and wave energy system

  • Oct 26, 2023
  • Renewable Energy
  • Feifei Cao +8
  • Research Article
  • Citations223

Wave energy conversion and hydrodynamics modelling technologies: A review

  • Apr 23, 2019
  • Renewable and Sustainable Energy Reviews
  • Wanan Sheng
  • Research Article
  • Citations23

Greening seaports: Evaluating impacts and policies for renewable energy systems

  • May 01, 2025
  • Renewable and Sustainable Energy Reviews
  • Adriana Moros-Daza +2
  • Conference Article

System Identification of a Multi-Degree-of-Freedom Wave Energy System: Experimental Tests on the SWINGO Device

  • Aug 25, 2025
  • E Pasta +7
  • Conference Article
  • Citations5

A Study on Design and Simulation of the Point Absorber Wave Energy Converter Using Mechanical PTO

  • Nov 01, 2018
  • Phan Cong Binh
  • PDF
  • Research Article
  • Citations25

A Review of Power Co-Generation Technologies from Hybrid Offshore Wind and Wave Energy

  • Jan 03, 2023
  • Energies
  • Muhammad Waqas Ayub +3
  • Research Article
  • Citations2

Real Option Valuation of an Emerging Renewable Technology Design in Wave Energy Conversion

  • Mar 04, 2025
  • Econometrics
  • James A Dilellio +4
  • Research Article
  • Citations8

Fully Coupled Analysis of a 10 MW Floating Wind Turbine Integrated with Multiple Wave Energy Converters for Joint Wind and Wave Utilization

  • Oct 22, 2024
  • Sustainability
  • Wei Jiang +6
  • Preprint Article

Mangrove-inspired approach as an alternative to traditional coastal infrastructure to tackle erosion issues

  • Mar 25, 2025
  • Julien Dalle +6
  • PDF
  • Research Article
  • Citations17

Conceptual design and optimisation of a novel hybrid device for capturing offshore wind and wave energy

  • Sep 21, 2023
  • Journal of Ocean Engineering and Marine Energy
  • E Faraggiana +5
  • Conference Article
  • Citations1

Concept Design of a Small Heaving Oscillating Water Column Wave Energy Converter

  • Oct 05, 2020
  • Global Oceans 2020: Singapore – U.S. Gulf Coast
  • L Andrew Gish
  • Book Chapter

Featuring Wave and Tidal Energy Conversion With Artificial Intelligence and Machine Learning

  • Nov 01, 2024
  • Laeeq Razzak Janjua
  • Research Article
  • Citations25

Wave energy characterization and assessment in the U.S. Gulf of Mexico, East and West Coasts with Energy Event concept

  • Feb 10, 2018
  • Renewable Energy
  • Francisco Haces-Fernandez +2
  • Research Article
  • Citations1

Floating wind and wave energy technologies: applications, synergies and role in decarbonization in Portugal

  • Sep 02, 2023
  • Proceedings of the European Wave and Tidal Energy Conference
  • Craig White +4
Cactus Communications logo

Copyright 2026 Cactus Communications. All rights reserved.