FR8RAIL III · Project

Smart Sensors and Data Tools to Cut Rail Freight Costs and Downtime

transportPilotedTRL 7

projects.shift2rail.org

Imagine freight trains that can tell you exactly when a wheel bearing or brake pad is about to fail — before it actually breaks and blocks a whole corridor. That's what this project built: smart monitoring systems, dashboards, and next-generation wagon designs that make rail freight cheaper and more reliable. Think of it like giving every freight wagon a fitness tracker that flags problems early, plus redesigning the wagons themselves to carry more types of cargo. The project also explored how to electrify freight locomotives and manage rail networks in real time, so goods move faster with fewer delays.

By the numbers

consortium partners involved

countries represented in testing

industry partners driving commercialization

technology areas addressed simultaneously

deliverables produced

SMEs in the consortium

The business problem

What needed solving

Rail freight in Europe loses competitiveness to road transport because of high maintenance costs, unpredictable breakdowns, slow terminal processing, and aging wagon fleets that can't adapt to diverse cargo. Operators run fixed maintenance schedules that waste money on healthy components while missing actual failures. Without real-time data on wagon condition and network flow, freight rail remains slower and less reliable than trucking.

The solution

What was built

The project delivered condition-based maintenance dashboards tested with real use cases, a demonstrated data capture and evaluation system, Intelligent Video Gate Terminal technology, Extended Market Wagon designs, telematics and electrification solutions, and concepts for the freight locomotive of the future. In total, 13 deliverables were produced across 6 technology areas.

Audience

Who needs this

Rail freight operators managing large wagon fleets (e.g., DB Cargo, SBB Cargo, Mercitalia)Container terminal and intermodal yard operatorsRolling stock manufacturers and wagon leasing companiesRailway infrastructure managers seeking real-time network optimizationLogistics companies considering modal shift from road to rail

Business applications

Who can put this to work

Rail freight logistics

enterprise

Target: Freight rail operators and wagon fleet owners

If you are a rail freight operator dealing with unplanned wagon breakdowns and costly maintenance shutdowns — this project developed condition-based maintenance dashboards tested with real use cases that predict component failures before they happen. Instead of fixed maintenance schedules that waste money on healthy parts, you get data-driven alerts. The system was demonstrated by a consortium of 25 partners led by Deutsche Bahn.

Intermodal transport and terminal operations

mid-size

Target: Container terminal and rail yard operators

If you are a terminal operator struggling with slow wagon processing and manual gate inspections — this project developed Intelligent Video Gate Terminals that automate wagon identification and damage detection. This cuts turnaround time at freight hubs and reduces manual labor. The technology was built and tested across 6 countries with 12 industry partners involved.

Rolling stock manufacturing

enterprise

Target: Wagon and locomotive manufacturers

If you are a rolling stock manufacturer looking to future-proof your product line — this project developed designs for an Extended Market Wagon that handles more cargo types and next-generation electrified freight locomotives. With 5 SMEs and 12 industry partners collaborating on these designs, the results offer a validated roadmap for building smarter, greener freight vehicles.

Frequently asked

Quick answers

What would it cost to implement these condition-based maintenance systems on our fleet?

The project data does not include specific implementation costs or per-unit pricing. However, condition-based maintenance typically pays for itself by eliminating unnecessary scheduled maintenance and preventing costly unplanned failures. Contact the consortium partners for detailed cost models developed during the project.

Can these solutions scale to a fleet of thousands of wagons across multiple countries?

The project was designed for exactly that scale — Deutsche Bahn, one of Europe's largest rail operators, coordinated the work with 25 partners across 6 countries. The CBM dashboards and telematics systems were built to handle cross-border, multi-fleet operations from the start.

Who owns the intellectual property, and can we license the technology?

This was a Shift2Rail Joint Undertaking project (Innovation Action), so IP is shared among the 25 consortium partners according to EU grant rules. Licensing arrangements would need to be negotiated with relevant partners, particularly the 12 industry participants who developed the commercial-facing components.

How mature is the condition-based maintenance technology — is it ready for deployment?

The project produced demo deliverables including user-centric CBM dashboards tested with real use cases, and a demonstration of data capture systems with evaluation results. As an Innovation Action led by a major operator, the technology has moved beyond lab testing into operational demonstration.

Does this work with existing freight wagon fleets or only new builds?

The project addressed both retrofit and new-build scenarios. The condition-based maintenance and telematics solutions are designed to be added to existing wagons, while the Extended Market Wagon designs target new rolling stock. The smart asset monitoring can be deployed on current fleets.

What regulations or standards does this align with?

The project is part of the Shift2Rail programme, which directly feeds into European rail standardization. The technologies were developed within the S2R Strategic Master Plan, meaning they are aligned with upcoming European rail freight regulations and interoperability requirements.

Is there technical support available for implementation?

The consortium includes 6 research organizations and 3 universities alongside the 12 industry partners. Several partners specialize in railway technology transfer. Post-project support would depend on individual partner agreements, but the knowledge base is substantial and well-documented across 13 deliverables.

Consortium

Who built it

This is a heavyweight consortium built for real-world deployment, not academic research. Deutsche Bahn — Europe's largest rail operator — leads 25 partners across 6 countries (Austria, Switzerland, Germany, Spain, Italy, Sweden). With 12 industry partners making up 48% of the consortium and only 3 universities, the balance tilts heavily toward commercial application. The 5 SMEs bring specialized technology, while 6 research organizations provide the scientific backbone. This composition, combined with the Innovation Action funding type, signals that results are designed to reach the market, not sit in a journal.

DEUTSCHE BAHN AGCoordinator · DE
LULEA TEKNISKA UNIVERSITETthirdparty · SE
LINKOPINGS UNIVERSITETthirdparty · SE
Construcciones y Auxiliar de Ferrocarriles, S.A.participant · ES
HITACHI RAIL STS SPAparticipant · IT
TFK - TRANSPORTFORSK ABthirdparty · SE
VERBAND DER BAHNINDUSTRIE IN DEUTSCHLAND (VDB) EVparticipant · DE
KUNGLIGA TEKNISKA HOEGSKOLANthirdparty · SE
CONTRAFFIC GMBHparticipant · DE
TRAFIKVERKET - TRVparticipant · SE
CAF POWER & AUTOMATION SLthirdparty · ES
AC2T RESEARCH GMBHparticipant · AT
RISE RESEARCH INSTITUTES OF SWEDEN ABthirdparty · SE
STATENS VAG- OCH TRANSPORTFORSKNINGSINSTITUTthirdparty · SE
FAIVELEY TRANSPORT WITTEN GMBHparticipant · DE
DEUTSCHES ZENTRUM FUR LUFT - UND RAUMFAHRT EVparticipant · DE
VIRTUAL VEHICLE RESEARCH GMBHparticipant · AT
DB CARGO AKTIENGESELLSCHAFTthirdparty · DE
INDRA SISTEMAS SAparticipant · ES
ALSTOM SCHWEIZ AGthirdparty · CH
AVL LIST GMBHparticipant · AT
ALSTOM TRANSPORTATION GERMANY GMBHparticipant · DE
ASOCIACION CENTRO TECNOLOGICO CEITparticipant · ES
LINDHOLMEN SCIENCE PARK AKTIEBOLAGthirdparty · SE

How to reach the team

Deutsche Bahn AG (Germany) — reach their innovation or freight technology division for partnership inquiries

Order a report on this consortium See DEUTSCHE BAHN AG profile →

Next steps

Talk to the team behind this work.

Want to connect with the FR8RAIL III team to explore condition-based maintenance, smart wagon design, or freight electrification for your operations? SciTransfer can arrange a direct introduction to the right technical contact.

Order a report on this topic More in Transport & Mobility