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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...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2023
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| Materias: | |
| 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 |