Products and Services

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

Products#

In addition, we are increasingly developing our own powerful software tools - on the one hand, in order to pass this software on to customers, on the other hand, in order to bundle the existing competences clearly and thus successfully in the research and development market:

Contactless Torque Monitoring

Monitoring and analysis of torsional stresses on rotating systems

HIL Simulator

We offer a variety of development and research services by means of Hardware-in-the-Loop. To cover as many questions as possible, our department has an extensively equipped HIL Simulator.

Design

Design is a tool which provides all essential functions for the preparation of models based on measured data, expert knowledge as well as for the analysis of the determined models

knowCube®

Tools for interactive knowledge management and multicriteria graphical decision making

Methods#

Machine Learning

Problem-solving for various industrial aims by using methods of machine learning

Controller Design for Complex Systems

Control algorithms from standard PID-control to complex distributed and model-predictive controllers

Model Identification and State Estimation

Wide method portfolio of Kalman Filtering, Monte Carlo methods, nonlinear optimization and many more