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Thesis in High Performance Model Predictive Control Using Machine Learning
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reputatio AGPforzheim, GermanyThesis in High Performance Model Predictive Control Using Machine Learning
Bosch GroupRenningen, GermanyModel predictive control is a promising advanced control method with the potential to improve the efficiency of electric drives. However due to the huge online computational burden its application is often limited to the use of simplified models and short horizons which sacrifices performance.
- During your assignment we want to investigate how machine learning concepts such as reinforcement learning or deep neural networks can be exploited.
- Last but not least the developed concepts are to be benchmarked with existing control concepts and can optionally be tested on the test bench.
Qualifications :
Additional Information :
Start : according to prior agreement
Duration : 6 months
Requirement for this thesis is the enrollment at university. Please attach your CV transcript of records examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just 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.
Need further information about the job
Felix Berkel (Functional Department)
49 1
LIDNI
Remote Work : Employment Type :
Fulltime
Key Skills
Python,C / C++,Fortran,R,Data Mining,Matlab,Data Modeling,Laboratory Techniques,MongoDB,SAS,Systems Analysis,Dancing
Vacancy : 1