Thermodynamics Engineer for Model Reduction and Real-Time Simulation

We are seeking a highly motivated Thermodynamics Engineer to join our team in developing and implementing reduced-order models for real-time simulation in the automotive environment.

The successful candidate will conduct a systematic literature review on model reduction, real-time simulation, and thermodynamic substitute models in the automotive sector.

Key responsibilities:

• Analyse existing 1D thermodynamic models (e.g., GT-Power) in terms of structure, model assumptions, and calculation time behaviour
• Investigate relevant thermal target variables, such as waste heat flows, wall heat losses, or cooling circuit variables
• Identify dominant influencing variables, model parameters, and simplification potentials
• Develop, implement, and parameterize reduced or real-time capable substitute models
• Examine and compare various approaches (e.g., physics-based reduction, map methods, data-driven models)
• Validate and evaluate models with regard to accuracy, robustness, and real-time capability
• Optionally, transfer models to alternative simulation environments or HiL/XiL systems
• Compare developed approaches with the existing base model
• Critically discuss the significance, transferability, and limitations of the developed modelling approaches

Requirements:

• Degree in Mechanical Engineering, Vehicle Technology, Mechatronics, Energy Technology, or a comparable field
• Focus on thermodynamics/energy technology, model formation and simulation, control engineering/system dynamics, or data analysis
• Good knowledge of thermodynamics and internal combustion engines
• Understanding of physics-based modelling and simulation
• Ideally, initial experience with data-driven methods
• Safe handling of MS Office
• Experience with GT-Power or comparable simulation tools is desirable
• Knowledge of MATLAB/Simulink is advantageous
• Basic knowledge of Python or a comparable programming language is desirable
• English and German language skills
• High self-initiative, pronounced analytical abilities, structured and independent working style, team ability, and communication strength