Health Indicators Construction and Remaining Useful Life Estimation for Concrete Structures Using Deep Neural Networks

Health Indicators Construction and Remaining Useful Life Estimation for Concrete Structures Using Deep Neural Networks

Remaining useful life (RUL) prognosis is one of the most important techniques in concrete structure health management. This technique evaluates the concrete structure strength through determining the advent of failure, which is very helpful to reduce maintenance costs and extend structure life. Degr...

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Bibliographic Details
Main Authors: Viet Tra, Tuan-Khai Nguyen, Cheol-Hong Kim, Jong-Myon Kim
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Applied Sciences
Subjects:
concrete structures
remaining useful life (RUL)
stacked autoencoder (SAE)
deep neural network (DNN)
long short-term memory (LSTM)
Online Access:https://www.mdpi.com/2076-3417/11/9/4113

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https://www.mdpi.com/2076-3417/11/9/4113

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