Multi-fidelity Multi-disciplinary Optimisation of Propeller Design by Visual Analytics

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dc.contributor.authorShubham, Shubhamen_US
dc.contributor.authorSpinelli, Andreaen_US
dc.contributor.authorKipouros, Timoleonen_US
dc.contributor.editorHunter, Daviden_US
dc.contributor.editorSlingsby, Aidanen_US
dc.date.accessioned2024-09-09T05:45:22Z
dc.date.available2024-09-09T05:45:22Z
dc.date.issued2024
dc.description.abstractThis paper introduces a comprehensive framework for multi-fidelity, multi-disciplinary optimization of propeller design using visual analytics. The proposed methodology integrates advanced data visualization techniques, surrogate modelling and optimisation methodologies to handle high-dimensional data across various disciplines, including aerodynamics, aeroacoustics, and structures. By leveraging multi-fidelity simulations, the framework balances accuracy with computational efficiency, enabling detailed exploration and optimization of propeller designs. Interactive visualization tools in the framework facilitate the identification of optimal design parameters and trade-offs, highlighting its potential to improve decision-making in engineering design processes in terms of confidence and knowledge creation.en_US
dc.description.sectionheadersInformation Visualisation
dc.description.seriesinformationComputer Graphics and Visual Computing (CGVC)
dc.identifier.doi10.2312/cgvc.20241231
dc.identifier.isbn978-3-03868-249-3
dc.identifier.pages5 pages
dc.identifier.urihttps://doi.org/10.2312/cgvc.20241231
dc.identifier.urihttps://diglib.eg.org/handle/10.2312/cgvc20241231
dc.publisherThe Eurographics Associationen_US
dc.rightsAttribution 4.0 International License
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/
dc.subjectCCS Concepts: Human-centered computing → Visual analytics; Computing methodologies → Modeling and simulation; Mathematics of computing → Mathematical optimisation
dc.subjectHuman centered computing → Visual analytics
dc.subjectComputing methodologies → Modeling and simulation
dc.subjectMathematics of computing → Mathematical optimisation
dc.titleMulti-fidelity Multi-disciplinary Optimisation of Propeller Design by Visual Analyticsen_US
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