A Concrete Dam Deformation Prediction Method Based on LSTM With Attention Mechanism

A Concrete Dam Deformation Prediction Method Based on LSTM With Attention Mechanism

Dams are the main water retaining structures in the hydraulic engineering field. Safe operations of dams are important foundations to ensure the hydraulic functionalities of these engineering structures. Deformation, as the most intuitive feature of the dams’ operation behaviors, can comp...

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Bibliographic Details
Main Authors: Dashan Yang, Chongshi Gu, Yantao Zhu, Bo Dai, Kang Zhang, Zhiduan Zhang, Bo Li
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Deformation prediction
LSTM network
Adam optimization
Attention mechanism
Dropout mechanism
Online Access:https://ieeexplore.ieee.org/document/9217601/

Internet

https://ieeexplore.ieee.org/document/9217601/

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