Optimization of the shape of a hydrokinetic turbine's draft tube and hub assembly using design-by-morphing with Bayesian optimization

DOI10.1016/j.cma.2022.115654OpenAlexW4298153110MaRDI QIDQ2096884

Kealan J. Hennessy, Philip S. Marcus, Haris Moazam Sheikh, Tess A. Callan

Publication date: 11 November 2022

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2207.11451

zbMATH Keywords

shape optimizationBayesian optimizationdesign-by-morphingdraft-tubeshydro-kinetic turbinesMixMOBO

Mathematics Subject Classification ID

Optimization of other properties in solid mechanics (74P10)

Uses Software

• Gmsh
• Spearmint
• AlphaGo

Cites Work

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• Aerodynamic design via control theory
• Finding the optimal shape of the leading-and-trailing car of a high-speed train using design-by-morphing
• An adaptive geometry parametrization for aerodynamic shape optimization
• Shape optimization with topological changes and parametric control
• A unified parametric design approach to structural shape optimization
• Shape design for thin-walled beam cross sections using rational B splines

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