A data-driven reduced-order model based on long short-term memory neural network for vortex-induced vibrations of a circular cylinder

A Nazvanova, MC Ong, G Yin - Physics of Fluids, 2023 - pubs.aip.org
A data-driven reduced-order model (ROM) based on long short-term memory neural network
(LSTM-NN) for the prediction of the flow past a circular cylinder undergoing two-degree-of …

Numerical study into the impact of fixed upstream cylinder diameter ratios on vibration of leeward tandem cylinders

MO Awadallah, C Jiang, O el Moctar - Ocean Engineering, 2023 - Elsevier
Multiple-cylinder fluid flows present challenges due to the strong interference between
wakes, shear layers, and Kármán vortex streets, resulting in high-amplitude vibration …

Numerical study on flow-induced vibration of an oscillating cylinder with an unattached downstream square plate at a low Reynolds number

M Gong, B Dally - Ocean Engineering, 2023 - Elsevier
Abstract Based on the Lattice Boltzmann Method, we numerically studied the flow around a
transversely oscillating cylinder with a downstream stationary square plate at a Reynolds …

Estimation of hydrodynamic forces on cylinders undergoing flow-induced vibrations based on modal analysis

G Yin, MJ Janocha, MC Ong - Journal of …, 2022 - asmedigitalcollection.asme.org
The objective of the present study is estimating hydrodynamic forces acting on cylinders
undergoing vortex-induced vibration (VIV) using dynamic mode decomposition (DMD). The …

Numerical Investigation on Vortex-Induced Vibrations of Two Cylinders with Unequal Diameters

Y Gao, S Yang, L Wang, C Huan, J Zhang - Journal of Marine Science …, 2023 - mdpi.com
A series of numerical simulations of two-degree-of-freedom vortex-induced vibration of two
coupled cylinders with unequal diameters are performed at the Reynolds number of 20,000 …

Numerical investigation of scour beneath pipelines subjected to an oscillatory flow condition

J Huang, G Yin, MC Ong, D Myrhaug, X Jia - Journal of Marine Science …, 2021 - mdpi.com
The present study carries out two-dimensional numerical simulations to investigate scour
beneath a single pipeline and piggyback pipelines subjected to an oscillatory flow condition …

Numerical Investigation of Flow around Two Tandem Cylinders in the Upper Transition Reynolds Number Regime Using Modal Analysis

A Nazvanova, G Yin, MC Ong - Journal of Marine Science and …, 2022 - mdpi.com
Flow around two tandem cylinders at Re= 3.6× 106 for different center-to-center spacing
ratio (L/D) is investigated numerically using two-dimensional (2D) Unsteady Reynolds …

Three-dimensional Large Eddy Simulations and proper orthogonal decomposition analysis of flow around a flexibly supported circular cylinder

MJ Janocha, LP Fabricius… - Journal of …, 2022 - asmedigitalcollection.asme.org
Abstract Three-dimensional (3D) numerical simulations of the flow around a cylinder
undergoing vortex-induced vibration (VIV) at Re= 3900 (defined as Re= U∞ D/ν, where U∞ …

Experimental Studies on Vortex-Induced Vibration of a Piggyback Pipeline

D Xiao, Z Hao, T Zhou, H Zhu - Fluids, 2024 - mdpi.com
Offshore pipelines of different diameters are often seen in piggyback arrangements in close
proximity. Under the effects of external flows, the pipelines may experience vibration …

Physics-Informed Neural Networks for Prediction of a Flow-Induced Vibration Cylinder

G Yin, MJ Janocha, MC Ong - Journal of …, 2024 - asmedigitalcollection.asme.org
Flow-induced vibration (FIV) is a common phenomenon in ocean engineering for subsea
structures with circular-shaped cross sections. A large amount of computational resources or …