Paving the way toward vision zero with MICHELIN DDi Vulnerable road users service suite
Given the rise in the number of crashes involving all types of road users and the development of the use of multi-modal transportation, road strategies are evolving to better support the safety of those Vulnerable Road Users (Pedestrians, Cyclists etc...).
Combining expertise in data analysis and driving behavior, MICHELIN DDi creates solutions to go beyond crash data reports allowing you to act before accidents happen. Leveraging millions of connected vehicules and using machine learning and proprietary algorithms, our Vulnerable road users (VRUs) services suite allows road safety officials to detect, locate and assess atypical driving behaviors indicative of potential near miss incidents with VRUs.
Our ‘Driving Events Vulnerable road users’ service allows you to locate and count where and when atypical driving events happened at and around potentially risky areas for Vulnerable road users directly on your GIS.
Vulnerable road users potentially risky areas identification:
Issued from MICHELIN DDi expertise in AI, we built a deep learning model that, based on historical crash reports and contextual data, allows us to identify patterns and therefore areas where VRUs are potentially the most at risk.
Events Counted: We offer 5 main events, potentially indicative of a near miss incident:
- Atypical driving events clusters
- Service available at and around identified Vulnerable road users risky zones
- Weather, solar and week/week-end contextualization
- Filtering by road features, driving events (accel, braking ..) and type of VRUs (Pedestrians, Cyclists and other)
- Before/after comparisons
- Compatible with any GIS
- MICHELIN DDi proprietary AI algorithms
Why use Michelin DDI 'Driving Events Vulnerable Road Users' service?
LEVERAGE DATA INSIGHTS
Based on millions of connected drivers, understand where and when road safety issues may arise tackling atypical driving events to complement past crash data.
All information slips onto geographic information systems, enhancing other data sets and with no other infrastructure requirements.
Justify and allocate the right resources at the right time and place based on a easily measurable new safety KPI.
Monitor and quickly valorize your actions through before / after analysis that you can create independently directly on your GIS.
How does it work? How will you be able to use our service?
LOCATE DRIVING EVENTS
Our dataset includes events that can be visualized on your GIS via GPS points, you can then pinpoint exactly where potential risky zones are located on your road network.
UNDERSTAND EVENT CONDITIONS
More than just identifying the location, we also provide the different contextual parameters such as date and time of the day and weather conditions. You are then able to analyze patterns and benefit from actionable insights.
MONTHLY TRACK AND REPORT PROGRESS
Thanks to the monthly data updates, one can track progress with KPI-based facts and report proof of improvements.
A game-changing perspective to go beyond past crash data. With near miss data comes the potential to identify risky zones and act before crashes occur to reach vision zero goals.