Real-Time Stress Field Prediction of Umbilical Based on PyEf-U-Net Convolutional Neural Network

Real-Time Stress Field Prediction of Umbilical Based on PyEf-U-Net Convolutional Neural Network

Stress field analysis is an essential part of umbilical component layout design. The stress field analysis of an umbilical, via numerical simulation, has commonly been applied in practical engineering. The high economic and time cost associated with numerical simulation and analysis of the stress fi...

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Bibliographic Details
Main Authors: Lifu Wang, Dongyan Shi, Boyang Zhang, Xuan Yao, Guangliang Li, Wasim M. K. Helal, Mei Qi
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Applied Sciences
Subjects:
stress field
deep learning
real-time prediction
convolutional neural network
umbilical
Online Access:https://www.mdpi.com/2076-3417/13/18/10405

Internet

https://www.mdpi.com/2076-3417/13/18/10405

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