EKS InTec
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Connected automation lifecycle from engineering to production optimization
Navigate by project stage

Automation Lifecycle

Move through every stage of automation with one connected approach.

Engineering → Simulation → Virtual Commissioning → Ramp-up → Monitoring & Analysis → Training →
Explore the lifecycle →
Solutions by challenge

Start with a specific application.

Explore proven use cases for testing, validation and production optimization.

Interlock CheckVerify logic and dependencies → PLC Software TestingFind issues through virtual testing → Robot ProgrammingDevelop efficient logic and motion → Collision DetectionIdentify spatial conflicts early → Cycle Time AnalysisFind bottlenecks and improve throughput → Production OptimizationTurn data into better performance →
All use cases → Talk to our team →
EKS InTec engineering and automation services
Engineering Services

Engineering

From initial planning to production-ready systems and automated engineering workflows.

Smart Engineering → Plant Engineering → Simulation & Engineering Technologies → Automated Engineering →
Explore engineering →
Digital Innovation Services

Digital Innovation.

Build reliable virtual commissioning workflows, industrial software and reusable expertise.

Virtual Commissioning Consulting, pilot projects and project execution → Industrial Software Development Custom applications built on industrial expertise → Standards & Library Development Reusable models, standards and efficient workflows → Software Training Practical RF::SUITE training for industry standards →
Explore digital innovation → Talk to our team →
RF::SUITE software platform Tools for the Digital Factory RF::SUITE One connected platform for engineering, simulation, validation and production intelligence. Explore RF::SUITE →
Software platform

One platform.
Specialized tools.

Choose the tools your workflow needs and connect them within one consistent engineering environment.

RF::YAMS3D simulation and material flow → RF::ViPerVirtual periphery simulation → RF::RobSimRobot simulation → RF::SCOUTAnalysis and optimization → RF::CEREBData intelligence platform → RF::GUARDFixture simulation and validation → RF::FSBoxHardware for fieldbus simulation → RF::EdDiVirtual operator and PLC training → RF::VPM ToolProject and model preparation →
All RF::SUITE tools →
Industrial Expertise

Industries built on
connected automation.

We combine simulation, virtual commissioning and industrial software expertise across demanding production environments.

AutomotiveProduction lines and automation systems. AerospaceComplex assembly and validation workflows. RoboticsRobot cells, paths and interactions. Machine BuildingReusable models and connected tools. ChemicalProcess simulation and transparency. PharmaValidated processes and training scenarios. IntralogisticsMaterial flow and throughput optimization. EnergyResilient and data-driven operation.
All IndustriesExplore our complete industry expertise
Industrial automation system
Cross-industry Solutions

Automation expertise across key sectors

From individual machines to complex production lines: we connect engineering, simulation and operation throughout the entire lifecycle.

Explore Industries
Research & Innovation

Applied research for industrial innovation.

We participate in national and international research projects focused on digital engineering, automation, artificial intelligence and sustainable production systems.

Explore all initiatives Research Overview →
01 Research Project SARESA

Resilient, sustainable and adaptable industrial production systems.

→ 02 Research Project REDRIVES

Resilient drive technologies and robust industrial production processes.

→ 03 Research Project DIGIKLEB

Digital methods for connected adhesive processes and quality assurance.

→ 04 Research Project GENIUS

Intelligent engineering methods for data-driven manufacturing systems.

→
Scientific papers, articles and project results Publication List View publications →
Company

Engineering expertise
with industrial focus

Learn more about EKS InTec, our locations, career opportunities and how to get in touch with our team.

About Who we are Locations Where to find us Career Join our team References Selected projects Contact Talk to us
EKS InTec Automation, simulation and engineering expertise.

Machine Learning Training Data
for Industrial Automation

USE CASE

What is ML Training Data?

Generate targeted training data for Machine Learning models when real data is limited, expensive, or incomplete.

Generate training data

Represent rare cases

Improve data quality

Impact of Machine Learning Training Data

Extendable scenarios

Different variants and conditions can be systematically covered.

Data independent

Training data is available without waiting for real production events.

Broader data basis

Models train on more diverse and complete datasets.

Known simulation parameters

All relevant states and parameters are defined and traceable.

How it works

ML Training Data from
simulation scenarios

Simulation enables systematic generation of training datasets for Machine Learning applications. Rare, critical, and edge-case scenarios can be represented reliably ??? especially when real operational data is scarce or costly to collect.

Data generation active
01

Evaluate

Define ML objective

Specify what the Machine Learning model should learn and predict.

02

Simulate

Configure scenarios

Set up simulation variants covering normal and edge cases.

03

Validate

Generate datasets

Run simulations and collect labeled training data automatically.

Get in touch

Want to bring simulation
into real operation?

Let’s discuss how EKS can support your use case with connected services, simulation expertise and RF::SUITE.

Talk to our experts

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