Consulting and Support for Observer and Controller Design
- Real-time capable modeling and simulation of the complex systems
- Design of model-based, robust observers and controllers
- Sensor and actuator placement
- Analysis of performance and robustness of complex systems
- Validation of electronic control units
- Integration of observers and controllers into the system hardware
Machine Learning and Knowledge Extraction
- Deep Learning
- Bayesian und Chow-Liu Networks, Neural Networks
- Statistical Learning Theory
- Interactive Knowledge-Management and Graphical Decision Support
- Data-based Optimization
Software Development
- Full system solutions (Hardware connection, user interface, visualization...)
- Rapid Prototyping
Development of innovative solutions
- Collaboration in national and international funding projects in conjunction with research facilities and industry