After four years of collaboration, Hertfordshire County Council, technology company Robotiz3d and academics at the University of Liverpool have successfully developed an innovative AI-powered solution for road maintenance. This partnership combines Robotiz3d's expertise in AI and robotics with the Council's knowledge of managing highway assets. Their collaborative goal was to create an innovative system for identifying and repairing road defects, focussing on cracks that become potholes.
The project stemmed from Robotiz3d's initial technology, ARRES (Autonomous Road Repair System) Eye, used for road scanning. This technology is used within the ARRES Prevent robot, initially backed, and funded by Innovate UK. The robotic technology can autonomously detect and fix road cracks, preventing them from becoming potholes.
The robot uses AI to pinpoint and assess cracks, potholes and other road imperfections. It then automatically fills cracks to prevent water from seeping in and forming potholes. More than 75 per cent of cracks in the road surface become potholes within three years, so they are a major problem for the whole sector.
The pilot project aimed to achieve two things: Firstly, to conduct the world's first public road trial of the technology in Hertfordshire. Secondly, to garner positive publicity and showcase the Council's commitment to innovation and proactive solutions for potholes and road maintenance, a major concern for residents.
Robotiz3d developed the proprietary ARRES Eye scanning technology and the prototype ARRES Prevent robot. The AI model powering this technology was trained on vast datasets, including detailed scans of Hertfordshire's road network. The council collaborated with Robotiz3d to improve the system's accuracy. The project team scanned various roads around Hertfordshire, which significantly increased the technology’s pothole identification accuracy from 66 per cent to 100 per cent. The model also learned to recognise new road features and defects it hadn't encountered before.
To optimise the AI model and robot's functionality for real-world use, Hertfordshire County Council closely collaborated with Robotiz3d. The Council provided valuable data from their road network and expertise from their highways asset management professionals. This joint effort allowed for iterative refinements to the AI model and robot based on the team's feedback and insights. This ensured the AI-powered robot was fully prepared for real-world testing.