Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks

Antía López Galdo, Alejandro Guerrero-López, Pablo M. Olmos +1

Railway axle maintenance is critical to avoid catastrophic failures. Nowadays, condition monitoring techniques are becoming more prominent in the industry to prevent enormous costs…