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TWIN-CONTROL · Project

Digital Twin Simulation That Cuts Machine Tool Costs and Energy Use in Factories

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Imagine you could build a virtual copy of your entire factory floor — every machine, every cutting tool, every process — and test everything on screen before touching real metal. That's what TWIN-CONTROL built: a digital twin that predicts how machines will behave, when they'll break down, and how much energy they'll waste. It's like a flight simulator, but for manufacturing. Instead of crashing expensive parts or waiting for machines to fail, you catch problems in the simulation first.

By the numbers
75%
First-time-right part manufacturing target
25-50%
Reduction in energy consumption
15%
Reduction in machine tool life cycle costs
25%
Reduction in O&M costs
10%
Reduction in time to get machines working as designed
20%
Reduction in time to get production processes working as planned
2-4.5%
Increase in machine uptime through proactive maintenance
1-2%
Increase in production time through model-based control
EUR 5,600,241
EU contribution to project
3
Industrial pilot lines for demonstration
The business problem

What needed solving

European manufacturers lose money every time a new machine takes too long to commission, a production process needs repeated trial runs, or a machine breaks down unexpectedly. Energy waste and high maintenance costs eat into margins, especially in precision sectors like aerospace and automotive. These problems compound across entire fleets of machines, making it nearly impossible to optimize without an integrated simulation approach.

The solution

What was built

TWIN-CONTROL built an integrated digital twin platform that combines machine tool simulation, process simulation, and model-based control into one system. It was demonstrated in three industrial pilot lines covering aerospace and automotive manufacturing, with proactive maintenance and energy monitoring capabilities.

Audience

Who needs this

Aerospace parts manufacturers with expensive first-part failure ratesAutomotive tier-1 suppliers looking to cut energy costs and machine downtimeCNC machine tool builders wanting to differentiate with smart commissioningFactory operations managers running fleets of machining centersManufacturing consultants advising on Industry 4.0 digital twin adoption
Business applications

Who can put this to work

Aerospace Manufacturing
enterprise
Target: Aerospace parts manufacturers and MRO providers

If you are an aerospace manufacturer dealing with expensive first-part failures and long ramp-up times for new machining processes — this project developed a digital twin simulation system demonstrated at the AMRC Factory 2050 in Sheffield that targets 75% first-time-right part manufacturing and a 20% reduction in the time to get production processes working as planned.

Automotive Production
mid-size
Target: Automotive tier-1 and tier-2 component suppliers

If you are an automotive parts supplier struggling with energy costs and machine downtime — this project developed an integrated simulation and control system that targets 25-50% reduction in energy consumption and 2-4.5% improvement in machine uptime through proactive maintenance, validated in real automotive production scenarios.

Machine Tool Building
any
Target: CNC machine tool manufacturers and integrators

If you are a machine tool builder losing competitive ground and spending too much time commissioning new machines at customer sites — this project developed model-based control software that targets a 10% reduction in machine commissioning time and a 15% reduction in machine tool life cycle costs, making your machines more attractive to buyers.

Frequently asked

Quick answers

What would it cost to implement this digital twin system in our factory?

The project had a total EU contribution of EUR 5,600,241 across 11 partners over 3 years, indicating significant R&D investment. Based on available project data, specific licensing or per-unit costs are not disclosed. Contact the coordinator to discuss implementation pricing for your specific setup.

Can this work at industrial scale, not just in a lab?

Yes — TWIN-CONTROL was demonstrated in three real pilot lines: ETA-Factory in Darmstadt (Germany), AMRC Factory 2050 in Sheffield (UK), and Centro de Fabricación Avanzada de Aeronáutica (Spain). These are operational production environments in aerospace and automotive, not laboratory setups.

What about IP and licensing — can we actually use this technology?

The consortium includes 8 industry partners and 3 SMEs across 5 countries. Based on available project data, specific IP licensing terms are not publicly detailed. You would need to negotiate with the coordinator (FUNDACION TEKNIKER, Spain) or relevant consortium partners for access to specific modules.

How long does it take to set up the digital twin for an existing machine?

The project ran from October 2015 to September 2018, with targets of 10% reduction in time to get machines working as designed and 20% reduction for production processes. Based on available project data, exact setup timelines per machine are not specified — this would depend on machine complexity and existing data availability.

Does this integrate with our existing manufacturing software and control systems?

TWIN-CONTROL was specifically designed to integrate simulation with machine tool control systems, covering machining performance, energy consumption, and component end-of-life prediction. The system was validated on real production machines in three pilot lines, suggesting compatibility with industrial-grade equipment.

What measurable results can we expect?

The project targeted concrete numbers: 75% first-time-right manufacturing, 25-50% energy reduction, 15% reduction in machine tool life cycle costs, 25% reduction in O&M costs, and 2-4.5% increase in machine uptime. These targets were set for validation in aerospace and automotive production scenarios.

Is there ongoing support or has the project ended?

The project closed in September 2018. However, the coordinator FUNDACION TEKNIKER is a well-established Spanish research center, and several industry partners may offer commercial versions of the technology. The project website twincontrol.eu may have information on post-project exploitation.

Consortium

Who built it

The TWIN-CONTROL consortium is strongly industry-driven: 8 out of 11 partners are industrial, giving a 73% industry ratio — well above average for EU research projects. The consortium spans 5 countries (Belgium, Germany, Spain, France, UK) and includes 3 SMEs alongside major players. With only 2 universities and 1 research organization, this project was clearly built around getting technology into factories, not publishing papers. The coordinator, FUNDACION TEKNIKER in Spain, is a well-known applied research center with deep ties to manufacturing industry. The presence of partners across the machine tool supply chain — from builders to end users — means the technology was tested by the people who would actually use it.

How to reach the team

FUNDACION TEKNIKER (Spain) — applied research center specializing in manufacturing technologies. Reachable through their institutional website or the CORDIS contact form.

Next steps

Talk to the team behind this work.

Want to explore how digital twin technology from TWIN-CONTROL could reduce your machining costs and downtime? SciTransfer can connect you directly with the research team behind this EUR 5.6M project.

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