Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning

Multi-condition hawser tension prediction of offshore offloading system based on long and short-term memory network and transfer learning

Real-time prediction of hawser tension of the side-by-side oil offloading system of Floating Production Storage and Offloading (FPSO) can provide early warnings for hawser breakages and ship collision risk, thus improving structural, property, and environmental security. Although offline numerical m...

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Bibliographic Details
Main Authors: Xu Zhang, Hao Luo, Hongbin Hao, Yong Ma
Format: Article
Language:English
Published: Taylor & Francis Group 2024-12-01
Series:Engineering Applications of Computational Fluid Mechanics
Subjects:
Hawser tension
LSTM
transfer learning
FPSO
real-time condition monitoring
short-term prediction
Online Access:https://www.tandfonline.com/doi/10.1080/19942060.2024.2425180
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https://www.tandfonline.com/doi/10.1080/19942060.2024.2425180

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