Thesis: Design and Implementation of a Deep Learning-based Model Predictive Controller (f/m/div)

• Shape the future: You will develop infrastructure for code generation based on Simulink model and enable data normalization and Kalman filter for model offset
• Experience research:You will be responsible for literature research and introduction to the simulation environment and MPS code scripts
• Take responsibility:You will evaluate performance in terms of energy efficiency, tracking behavior, robustness, model mismatch and online/embedded execution timing
• Expand your horizons:You drive the transfer of the AI controller to a dedicated AI Accelerator FPGA

• Study field: You are currently studying Electrical Engineering or similar
• Skills:You have familiarity in any deep learning framework, such as Matlab or TensorFlow
• Way of working:Ideally, you contribute knowledge in MPC and Casadi
• Experience:You have proficiency in C/C++ and be familiar with Embedded Execution
• Language skills: You have English skills, written and spoken, German as a plus

• CV in English
• Certificate of enrollment at university
• Latest grades transcript (not older than 6 months)
• High school report

In our headquarters in Neubiberg near Munich, more than 6000 employees are working in research & development, several central functions, IT and many more.

Further links:

• Find out what we are looking for in your CV
• Find out how the student application process works with us
Discover our student website

Driving decarbonization and digitalization. Together.

Infineon designs, develops, manufactures, and markets a broad range of semiconductors and semiconductor-based solutions, focusing on key markets in the automotive, industrial, and consumer sectors. Its products range from standard components to special components for digital, analog, and mixed-signal applications to customer-specific solutions together with the appropriate software.

– Automotive (ATV) shapes the future of mobility with microelectronics enabling clean, safe, and smart cars –
The ATV divisionis shaping the future of mobility by enabling clean, safe, and smart cars. Its product and solution offering is powering the decarbonization and digitalization of vehicles. By driving the transition to hybrid and purely electric vehicles, ATV is making a valuable contribution to cleaner roads. ATV is also increasingly digitalizing cockpit, infotainment, comfort, and lighting applications as it takes automated driving to the next stage with higher levels of connectivity, security, and safety.
The ATV portfolio integrates sensors, microcontrollers, high-performance memories for specific applications, power semiconductors based on silicon and silicon carbide, as well as components for human-machine interaction and vehicle connectivity. Infineon is the world leader in automotive semiconductors.

We are on a journey to create the best Infineon for everyone.
This means we embrace diversity and inclusion and welcome everyone for who they are. At Infineon, we offer a working environment characterized by trust, openness, respect and tolerance and are committed to give all applicants and employees equal opportunities. We base our recruiting decisions on the applicant´s experience and skills.
We look forward to receiving your resume, even if you do not entirely meet all the requirements of the job posting.
Please let your recruiter know if they need to pay special attention to something in order to enable your participation in the interview process.
More about diversity & inclusion at Infineon at https://www.infineon.com/cms/en/careers/diversity-and-inclusion/