3 papers
eess.SP2025
Track Component Failure Detection Using Data Analytics over existing STDS Track Circuit data
Francisco López, Eduardo Di Santi, Clément Lefebvre +4
Track Circuits (TC) are the main signalling devices used to detect the presence of a train on a rail track. It has been used since the 19th century and nowadays there are many type…
eess.SP2025
Scalable, Technology-Agnostic Diagnosis and Predictive Maintenance for Point Machine using Deep Learning
Eduardo Di Santi, Ruixiang Ci, Clément Lefebvre +5
The Point Machine (PM) is a critical piece of railway equipment that switches train routes by diverting tracks through a switchblade. As with any critical safety equipment, a failu…
cs.AI2025
CVCM Track Circuits Pre-emptive Failure Diagnostics for Predictive Maintenance Using Deep Neural Networks
Debdeep Mukherjee, Eduardo Di Santi, Clément Lefebvre +5
Track circuits are critical for railway operations, acting as the main signalling sub-system to locate trains. Continuous Variable Current Modulation (CVCM) is one such technology.…