3 papers
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.…
cs.AI2024
Chattronics: using GPTs to assist in the design of data acquisition systems
Jonathan Paul Driemeyer Brown, Tiago Oliveira Weber
The usefulness of Large Language Models (LLM) is being continuously tested in various fields. However, their intrinsic linguistic characteristic is still one of the limiting factor…