Predictive Maintenance for Autonomous Vehicles: Moving Beyond OBD for Safety & Reliability
This article explores how autonomous vehicles demand more than traditional On-Board Diagnostics (OBD). While today’s OBD systems focus on detecting faults after they occur, the future lies in predictive maintenance powered by AI, machine learning, and advanced sensing technologies. We’ll look at the challenges ahead and the collaborative solutions paving the way for safer, more reliable autonomous systems.
Key Topic: What does ‘perfect’ data mean in the machine learning era
What if “better-looking” data doesn’t mean better performance? Ahead of AutoSens USA 2025, Prof. Valentina Donzella challenges the traditional view of image quality, showing why perception-optimised data—designed for machines, not humans—is the new benchmark.
Speaker Spotlight: David Doria, Magna
What’s the smartest way to boost ADAS performance without overhauling hardware? David Doria, Director of Engineering at Magna, makes the case for mid-level sensor fusion.
Unveiling the Full Agenda for AutoSens USA 2025
Join us from June 10th-12th at Huntington Place, Detroit, for an action-packed three days of expert-led tutorials, keynote presentations, panel discussions, and technical sessions covering the latest in automotive sensing and in-cabin technologies.
From AI-powered perception systems and sensor fusion to driver monitoring and HMI advancements, this year’s lineup is set to explore cutting-edge innovations, and help you stay ahead of the evolving world of automotive technology.