Dr. Marius Schmiedt

Development and integration of embedded E/E software functions.

Calibration of software functions to improve the drivability of vehicles equipped with dual clutch transmissions.

Erstellung einer Access basierten Datenbank

Development of several tools with C# for the On-Board Diagnostics department.

Development of a tool for the evaluation of measurements recorded by the engine control unit with Matlab. On-Board Diagnostics department

Design of RCD (Residual Current Protective Device) spare parts with the CAD tool ProEngineer.

Automatization of the calibration process for dual clutch transmissions with machine learning methods. Development of a novel algorithm to accelerate the calibration process (hybrid solution of Supervised Learning and Reinforcement Learning). Evaluation of different kinds of optimization algorithms in the scope of calibration automatization (Reinforcement Learning, Evolutionary Algorithms, etc.) and comparison with the novel approach.

Master thesis: Numerical modelling of a specimen - determination of the fatigue lifetime under the influence of temperature and mechanically induced residual stresses at the Institute for Materials Testing, Materials Science and Strength of Materials (IMWF)

Bachelor thesis: Development of a tool for the evaluation of OBD relevant monitorings of heavy duty Diesel engines with MATLAB.