Thesis - Friction coefficient modeling of a friction brake with ANN

Thesis - Friction coefficient modeling of a friction brake with ANN Apply now Thesis - Friction coefficient modeling of a friction brake with ANN Description Starting as soon as possible we are looking for a student (m/f/diverse) who supports our research and development in the area of ​​advanced technology with a thesis on the topic "Friction coefficient modeling of a friction brake with an artificial neuronal network". The total processing time is 6 months. We are also happy to arrange an internship for induction.The friction materials used today in the friction brake (disc brake/drum brake) depend on a number of parameters, the friction partner, the operating parameters such as temperature, torque, speed, but also on the history of these operating parameters.For an expanded functionality of the friction brake in the electrified powertrain, such as blending (transition between deceleration by the electrified powertrain to deceleration via the friction brake), a coefficient of friction model is required.The thesis is intended to show new approaches for modeling behavior.Your tasks here include: Research on the state of the art, friction coefficient modeling, physical/analytical models and AI-based Selection of suitable modeling approaches hybrid/end to end Implementation of one or more models and training/prediction Comparison and evaluation of the results Qualifications Student (m/f/diverse) of a technical course, in particular AI / neural networks, mechanical engineering, mechatronics, vehicle technology, or a comparable field of study Previous knowledge of AI / neural networks, Python, KI framework (tensor flow) Basic knowledge of Matlab Simulink Knowledge of the MS Office programs desired Fluency in German and basic knowledge of (spoken and written) English Fast comprehension, ability to learn, analytical thinking, creativity and independence What we offer Innovative work environment in the field of Holistic Engineering and Technologies he[a]t with the possibility to develop future products from Continental Apply now Continental develops pioneering technologies and services for sustainable and connected mobility of people and their goods. Founded in 1871, the technology company offers safe, efficient, intelligent, and affordable solutions for vehicles, machines, traffic and transportation. In 2018, Continental generated preliminary sales of around €44.4 billion and currently employs around 244,000 people in 61 countries and markets. Related Jobs Apply now Keyfacts Job-ID 142058BR Function Research and Development Location Frankfurt Location Frankfurt Contact Your contact partner Philipp Meinen Benefits Free legal advice Employee counselling Retirement benefits Flexible working hours Parent-child office Healthcare services Canteen Meal allowance Application Process Details Meet us at Continental Videoportal Nice to know At Continental, we shape megatrends in the global automotive industry - in safety, the environment, information, and affordable cars. Go to Career Website Apply now