A Machine-Learning-Based Approach for Railway Track Monitoring Using Acceleration Measured on an In-Service Train

In this paper, a novel railway track monitoring approach is proposed that employs acceleration responses measured on an in-service train to detect the loss of stiffness in the track sub-layers. An Artificial Neural Network (ANN) algorithm is developed that works with the energies of the train accele...

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Detalles Bibliográficos
Autores principales: Malekjafarian, Abdollah, Sarrabezolles, Chalres-Antoine, Khan, Muhammad Arslan, Golpayegani, Fatemeh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490588/
https://www.ncbi.nlm.nih.gov/pubmed/37688026
http://dx.doi.org/10.3390/s23177568

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10490588/
https://www.ncbi.nlm.nih.gov/pubmed/37688026
http://dx.doi.org/10.3390/s23177568

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