Master's Thesis Design of an AI Model for the Inverse Lateral System Behavior of a Motorcycle

Company Description

At Bosch, we shape the future with high-quality technologies and services that inspire enthusiasm and improve people's lives. Our promise to our employees is rock solid: we grow together, enjoy our work, and inspire each other. Welcome to Bosch.

Robert Bosch GmbH looks forward to receiving your application!

Job Description

In the central research department of Robert Bosch GmbH, you will be part of the team working on tomorrow's motorcycle safety systems. Our common goal is to reduce the risk of accidents for motorcyclists while maintaining high riding comfort and enjoyment. The use of driver assistance systems has the potential to further increase safety and comfort when riding a motorcycle.

Among other challenges, these systems need to describe the complex driving dynamics of a motorcycle. The inversion of the lateral system behavior is currently the focus of investigations.

• The goal of your Master's thesis is to describe the steering torque as an input variable depending on the output variables using an intelligent model.
• You will thoroughly analyze real driving data and simulation results.
• Furthermore, you will identify suitable model approaches from the state of research.
• You will design, implement, and optimize an AI model in MATLAB/Simulink or Python.
• Furthermore, you will test and evaluate the model.
• Finally, you will document your results and present them to the team.

Qualifications

• Education: Studies in Computer Science, Engineering, Natural Sciences or comparable with good academic performance
• Experience and Know-how: Programming skills in MATLAB or Python; excellent knowledge in the field of machine learning and neural networks; basic understanding of vehicle dynamics advantageous
• Personality and Working Style: You are a motivated person with good problem-solving skills, who works in a structured and independent manner
• Languages: good German and English

Additional Information

Start: by arrangement

Duration: 6 months

A prerequisite for the thesis is enrollment at a university. Please include your CV, current transcript of records, examination regulations, and, if applicable, a valid work and residence permit with your application.

You're almost done with your Bachelor's degree and before embarking on the next academic adventure, a Master's, you'd like to gain some practical experience? Then you're a perfect fit for our PreMaster Program. Check out our open positions directly here.

Diversity and inclusion are not trends for us, but are firmly anchored in our corporate culture. Therefore, we welcome all applications: regardless of gender, age, disability, religion, ethnic origin or sexual identity.

Do you have technical questions about the job?

Alexander Lutzke (Department)

+49 173 516 5029