Every morning, thousands of travelers flood the platforms, scanning the display screens for their trains. Amid the relentless flow during peak hours and sometimes overcrowded carriages, how can railway operators ensure a smooth and optimized service ?
The solution ? A data driven approach to smart mobility powered by passenger analytics.
With advanced counting and flow analysis technologies provided by Acorel, this vision becomes a reality. Thanks to 3D sensors, artificial intelligence, Internet of Things (IoT)… these are just some of the tools that enable real time monitoring and analysis of passenger movements. As a results, infrastructure management is significantly optimized.
What if it were possible to accurately predict the occupancy of a train even before it arrives at the station ? This is precisely what Acorel promises with its passenger analytics comes into play.
Transforming the railway sector with smart mobility
Smart mobility relies on advanced technologies used for the efficient operation of various railway and urban transport networks, such as trams and subways. Through the integration of counting technologies and passenger analysis tools, railway operators can better manage their networks, ensuring a more agile infrastructure.
- Real time data collection.
- Automation and data analysis.
- Seamless integration between different modes of transport.
- Reduction of congestion.
But how are these technologies implemented in practice ?

Case study : SNCF Voyageurs optimises its TER network with smart mobility thanks to passenger analytics
SNCF Voyageurs, the main railway operator in France, manages millions of journeys across the country every day. To enhance its services, it has deployed Acorel’s counting sensors.
Beside, the help of 3D stereoscopic sensors, the operator benefits from precise monitoring of passenger occupancy on TER trains and at stations.
In addition, thanks to these passenger counting technologies, operators can anticipate fluctuations in occupancy, adjust transport offerings accordingly, and improve real time flow management. Provided that, this data also allows for the optimization of maintenance and infrastructure management based on actual usage.

Enhancing railway network efficiency
Acorel is redefining smart mobility by integrating passenger analysis software into its counting technologies.
Smart stations and Computer Vision
Flow optimization is no longer limited to trains : stations, trams, and subways are becoming “smart” as well. This is made possible by a real time passenger occupancy measurement solution called Computer Vision.
By leveraging AI and machine learning technologies, Acorel has developed specific algorithms to manage the flow of people. Whether static or onboard, in trains, subways, or trams, a dedicated unit analyzes video footage from CCTV cameras and automatically calculates the occupancy percentage of each part of the station.
Key benefits of this passenger flow analysis solution :
- Instant access to real-time information
- A better experience for passengers and visitors
- Enhanced safety and security
- Accurate and timely passenger information
- Optimized station management
- Reduced waiting times for improved efficiency
Interested in experiencing it firsthand ? Contact Acorel for a Computer Vision demonstration !
Acorel’s solution for intelligent railway mobility
To go further, Acorel offers Vision Rail, a software suite for data exploitation, counting, and passenger flow analysis that enables operators to analyze their networks based on collected occupancy data.
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- Monitor occupancy by stop, line, and vehicle.
- Adjust supply and demand on a line throughout the day.
- Visualize data stored in a historical database.
- Create performance reports and network usage analysis.
- Cross analysis and querying of data by date, line, and stop.
Vision Rail can analyze passenger counting data in real time and on the following day.
With 3D stereoscopic sensors and AI algorithms, Vision Rail achieves over 98% accuracy, optimizing railway network management.
These systems are also respectful of passenger privacy. In fact, counts are conducted anonymously and securely, without facial recognition. What’s more, Acorel’s products comply strictly with RGPD regulations (in the European Union), ensuring the protection of personal data and complete transparency, thus enhancing trust among users and operators.
See how real-time analytics can transform your railway operations, request a demo of Vision Rail today !
The future of smart mobility in rail transport
The future of rail transport relies on connectivity and passenger analytics. According to a study by Equans France, 89% of railway professionals believe that internet connectivity onboard trains is essential for the industry’s future. On the other hand, this connectivity not only improves the passenger experience but also collects and analyzes data for better decision-making in railway operations.
- Real time data collection and analysis 🔎
- Optimization of passenger flows ⚙️
- Intelligent resource management 💡
In summary, thanks to these innovative solutions, Acorel establishes itself as a key player in passenger analytics and intelligent railway management.
Want to modernize your railway network ?