Czechia

Intelligent sensing systems analyses, deployment and testing (advanced signal and data processing).
Node:
1) Data collecting 2) model training
Production Planning
Node:
1) Production optimalisation 2) Time saving
Data insight
Node:
1) Data collecting 2) Quality prediction 3) Production prediction 4) Maintenance planing
Computer modelling and simulation, data processing
Node:
1) Replacement of physical systems 2) digital twin preparation 3) independent verification
Assistance with power converters and industrial electrical drives setup.
Node:
1) Requirements collecting 2) data processing 3) creation of models 4) decision automation
Electric drives optimization.
Node:
1) Different type of optimalization 2) Data processing and collecting for AI assisted decision
Control algorithms development support for electrical drives and power electronics.
Node:
1) Improving system features 2) Increase system robustness to sensor failures or outages 3) Improve energy utilisation
HIL development and component/integration testing for control systems/control algorithms/systems.
Node:
1) Model 2) system testing and experimentation 3) faster prototyping
Energy management in factories
Node:
1) Different type of optimalization 2) Data processing and collecting for AI assisted decision
Monitoring and quality evaluation of production processes (machining processes, additive manufacturing processes, laser-based production processes)
Node:
- Validation of system performance, - highlighting weakness and suggesting possible improvement
Proofing of AI implemented in robotic cell operations
Node:
- Validation of system performance, - highlighting weakness and suggesting possible improvement
Electric components testing
Node:
1) Model 2) system testing and experimentation 3) faster prototyping
Statistical process control
Node:
1) Production optimalisation 2) Time saving
Digitization strategy in production
Node:
- Validation of system performance, - highlighting weakness and suggesting possible improvement
Additive manufacturing services
Node:
AI-based software suitable for manufacturing
Model-driven production
Node:
1) Production optimalisation 2) Time saving
Energy-aware production
Node:
1) Different type of optimalization 2) Data processing and collecting for AI assisted decision
Design and simulation services
Node:
- Validation of system performance, - highlighting weakness and suggesting possible improvement
Mobile robots, UGV, UAV experimentation and development support
Node:
1) proved applications of AI in mobile robots 2) verified safety of robots in human-robot cooperation 3) verified performance and reliability of human-robot cooperation systems
Diagnostics of drives and machines
Node:
1) Exploitation of AI methods as enabler technology for reliable predictive maintenace 2) Increased reliability and availaility of industrial actuators and machines based on reliable diagnostics with AI methods use 3) Datasets for "offline" experiments
5G industrial communications testing and development support
Node:
1) proved applications of 5G communication for distributed computing environments ready for AI implementation 2) verified performance of comunication in distributed AI system
Edge-continuum apps testing and development support
Node:
1) Analysis of suitability of different computational architectures for AI implementation br2) optimization of AI algorithms implementation for affordable use on industrial HW