Prediction of Pile Running during Installation Using Deep Learning Method

Pile running during the installation of offshore large diameter pipe piles poses a significant challenge to construction safety and pile bearing capacity. This paper proposes a deep learning (DL)-based method for predicting pile running occurrences. Utilizing a dataset of pile installation records c...

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Bibliographic Details
Published in:Journal of Marine Science and Engineering
Main Authors: Ben He, Ruilong Shi, Qingzheng Guan, Yitao Yang
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Subjects:
Online Access:https://www.mdpi.com/2077-1312/12/7/1099