Thesis – AI innovations in function and application


This challenge awaits you:

Thermal management in modern vehicles is becoming increasingly complex. Due to the large number of drive variants – from combustion engines to hybrids and electric drives – individual settings are required. This diversity makes the configurations increasingly difficult to keep track of.

In our team, we maintain an overview and are constantly looking for innovative development tools. This is where your thesis comes in. You will develop a tool for the automated application of various characteristic curves and maps based on extensive data. Artificial intelligence (AI) and machine learning (ML) are the key technologies for processing these data volumes.

Your Tasks:

  • You familiarize yourself with the subject area and research the current state of the art.
  • You will revise an existing 1D simulation model in order to generate the required training data.
  • You will research and select a suitable AI model to implement an automated application.
  • You will design a cost function to evaluate the advice.
  • You optimize the model based on the designed cost function.

Necessary Skills:

  • Ongoing studies in the fields of automotive engineering, computer science, electrical engineering, mechanical engineering or a comparable course of study
  • Good knowledge of German and English 
  • Experience in model-based modeling with Matlab/Simulink
  • Knowledge of AI methods and programming

Desired Skills:

  • Independent and creative work

Remuneration is based on our collective wage and salary agreement. The current monthly salary for this position is EUR 979,-.

You won’t just be working anywhere as a student at IAV. You’ll be right in the middle of it all. Real projects. Exciting future tasks. Completely integrated and side-by-side with IAV experts. Lots of responsibility and at the same time lots of freedom, combining university and work. The result is the best prospects for your professional development. And attractive compensation in accordance with our company wage agreements.
Diversity and equal opportunity are important to us. What matters to us is the individual, with his or her character and strengths.


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