Improved VIV Response Prediction Using Adaptive Parameters and Data Clustering

Improved VIV Response Prediction Using Adaptive Parameters and Data Clustering

Slender marine structures such as deep-water riser systems are continuously exposed to currents, leading to vortex-induced vibrations (VIV) of the structure. This may result in amplified drag loads and fast accumulation of fatigue damage. Consequently, accurate prediction of VIV responses is of grea...

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Bibliographic Details
Main Authors: Jie Wu, Decao Yin, Halvor Lie, Signe Riemer-Sørensen, Svein Sævik, Michael Triantafyllou
Format: Article
Language:English
Published: MDPI AG 2020-02-01
Series:Journal of Marine Science and Engineering
Subjects:
vortex-induced vibrations
model test
hydrodynamics
machine learning
data clustering
data classification
Online Access:https://www.mdpi.com/2077-1312/8/2/127

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