Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning

Intelligent detection of loose fasteners in railway tracks using distributed acoustic sensing and machine learning

Loose fasteners in railway tracks present a potential safety concern for train operations, especially when fasteners at sharp curves become loosened or when multiple consecutive fasteners are loosened. Traditional inspection methods are inefficient due to the large number of fasteners along the rail...

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Bibliographic Details
Main Authors: Han, Chengjia, Wang, Shun, Madan, Aayush, Zhao, Chaoyang, Mohanty, Lipi, Fu, Yuguang, Shen, Wei, Liang, Ruihua, Huang, Ean Seong, Zheng, Tony, Ong, Phui Kai, Zhang, Alvin, Woon, Khai Jhin, Wong, Kai Xin, Yang, Yaowen
Other Authors: School of Civil and Environmental Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Engineering
Distributed acoustic sensing
Fiber-optic sensing
Online Access:https://hdl.handle.net/10356/179202

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