Develop a simulation model for the physically correct representation of friction and wear and their resulting influences on the system behavior of chassis components
Job Summary
Develop a simulation model for the physically correct representation of friction and wear and their resulting influences on the system behavior of chassis components.
Evaluate and further develop established friction and wear models based on existing and to-be-generated experimental data.
Integrate design parameters and manufacturing and assembly-related tolerances as a contribution to standardization and increased manufacturing quality.
Matching Summary
Develop a simulation model for the physically correct representation of friction and wear and their resulting influences on the system behavior of chassis components.
Skills & Requirements
Must-have
friction and wear simulation
machine learning methods
physics-informed neural networks
support vector machine
finite-element analysis
Nice-to-have
system behavior analysis
robust system design
reduce testing effort
shorten development times
Key Requirements
Master's degree in Mechanical Engineering, Automotive Engineering, Physics, Simulation Technology, Computer Science, Mathematics or comparable
Programming skills in MATLAB/Simulink
Experience with Machine Learning methods in Python (PyTorch/TensorFlow)