Smarter Maintenance for Vital Infrastructure
Together with KPN and Arcadis, we developed an AI-driven concept for predictive maintenance of bridges, locks, and tunnels. Through real-time monitoring and intelligent data analysis, we help prevent malfunctions and manage infrastructure more safely, efficiently, and sustainably.
Challenge
Bridges, tunnels, and locks are critical links in Dutch traffic and freight transport. Malfunctions can lead to safety risks, traffic chaos, and high unexpected costs. Yet many infrastructure managers still base their maintenance on fixed inspection intervals. Problems are often only discovered once damage has already occurred — leading to costly emergency repairs and unexpected disruptions.
The question: how can we make maintenance smarter and more predictable?
Our approach
In collaboration with KPN and Arcadis, Nolemmings developed a concept for a predictive maintenance system, built on a Data Services Hub. This serves as a secure bridge between sensor data and the existing asset management systems used by infrastructure managers.
The system continuously collects and analyzes:
Real-time data from sensors on infrastructure (such as vibrations, temperature, and humidity)
Weather data and environmental factors
Historical failure information
AI models detect patterns and signal early wear or unusual behavior. Operational teams receive automatic alerts and maintenance advice. Through a dashboard, managers gain real-time insight into the status of their assets.
Nolemmings acted as the Thought Leader for Data Platforms, responsible for concept design and the strategic positioning of the data architecture.
Result
The benefits of this predictive model are already clearly visible:
Up to 50% fewer unexpected malfunctions
15–25% lower maintenance costs thanks to targeted planning
5–15% higher availability of vital infrastructure
35% less inspection time due to AI-driven damage detection
20–40% longer lifespan of infrastructure components
This approach shifts maintenance from reactive to proactive — saving costs and improving reliability and sustainability.
Want to know more?
Curious how predictive maintenance can make your infrastructure safer and more efficient? Contact us at info@nolemmings.nl or schedule an appointment with one of our advisors.
