Attention-Based BiLSTM Model for Pavement Temperature Prediction of Asphalt Pavement in Winter

Attention-Based BiLSTM Model for Pavement Temperature Prediction of Asphalt Pavement in Winter

Pavement temperature is the main factor determining road icing, and accurate and timely pavement temperature prediction is of significant importance to regional traffic safety management and preventive maintenance. The prediction of pavement temperature at the micro-scale has been a challenge to be...

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Bibliographic Details
Main Authors: Shumin Bai, Wenchen Yang, Meng Zhang, Duanyang Liu, Wei Li, Linyi Zhou
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Atmosphere
Subjects:
transportation meteorology
pavement temperature prediction
deep learning
BiLSTM
attention mechanisms
winter icing
Online Access:https://www.mdpi.com/2073-4433/13/9/1524

Internet

https://www.mdpi.com/2073-4433/13/9/1524

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