Master Thesis on Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous Machines
vor 3 Wochen
Robert Bosch GmbH is seeking a highly motivated and skilled individual to work on a master thesis project focused on developing advanced control strategies for permanent magnet synchronous machines (PMSMs) using reinforcement learning-based control concepts.
Project Overview
The goal of this project is to develop and evaluate reinforcement learning-based tracking controller concepts for PMSMs with offset-free tracking. The developed controller concepts will be evaluated in simulation in comparison to state-of-the-art controllers, and the best-performing concepts will be benchmarked at the test bench (optional).
Requirements
- Education: studies in the field of Cybernetics, Computer Science, Engineering, Mathematics or comparable
- Experience and Knowledge: in machine learning and control theory; MATLAB/Simulink and Python, ideally in DL frameworks; knowledge of electrical machines is a plus
- Personality and Working Practice: autonomous, systematic working practice and analytic thinking
- Languages: good in German or English
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)
Maximilian Manderla (Functional Department)
#LI-DNI
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis Opportunity in Reinforcement Learning-Based Control for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking a highly motivated master's student to work on a thesis project focused on developing advanced control strategies for permanent magnet synchronous machines (PMSMs) using reinforcement learning techniques.Project Overview:The...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis Opportunity in Reinforcement Learning-Based Control for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking a highly motivated master's student to work on a thesis project focused on developing advanced control strategies for permanent magnet synchronous machines (PMSMs) using reinforcement learning techniques.Project Overview:The...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis Opportunity in Reinforcement Learning-Based Control for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking a highly motivated master's student to work on a thesis project focused on developing advanced control strategies for permanent magnet synchronous machines (PMSMs).Project Overview:The goal of this project is to design and...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis Opportunity in Reinforcement Learning-Based Control for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking a highly motivated master's student to work on a thesis project focused on developing advanced control strategies for permanent magnet synchronous machines (PMSMs).Project Overview:The goal of this project is to design and...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitResearcher Position in Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking a highly motivated researcher to contribute to the development of reinforcement learning-based control concepts for permanent magnet synchronous machines.The ideal candidate will have a strong background in machine...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob OpportunityWe are seeking a highly skilled and motivated individual to join our team as a researcher in the field of reinforcement learning-based control concepts for permanent magnet synchronous machines.Key ResponsibilitiesDevelop and implement reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines with...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated master's student to work on a research project focused on developing reinforcement learning-based control concepts for permanent magnet synchronous machines (PMSMs). The successful candidate will have the opportunity to work on a cutting-edge project that combines machine learning and control theory.Key...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated master's student to work on a research project focused on developing reinforcement learning-based control concepts for permanent magnet synchronous machines (PMSMs). The successful candidate will have the opportunity to work on a cutting-edge project that combines machine learning and control theory.Key...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitResearcher Position in Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous MachinesAt Robert Bosch GmbH, we are seeking a highly motivated researcher to contribute to the development of advanced control strategies for permanent magnet synchronous machines.The successful candidate will be responsible for developing reinforcement...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob Title: Expert in Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous MachinesJob Description:We are seeking an expert in reinforcement learning-based control concepts for permanent magnet synchronous machines to join our team at Bosch. As a key member of our research team, you will be responsible for developing and evaluating...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitExpert in Reinforcement Learning-Based Control Concepts for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking an expert in reinforcement learning-based control concepts for permanent magnet synchronous machines (PSMs) to join our team.This is a full-time position that requires the development of innovative tracking controller concepts for...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated and skilled individual to develop reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines (PSMs) with offset-free tracking.Key ResponsibilitiesDevelop reinforcement learning-based tracking controller concepts for PSMs with offset-free tracking.Evaluate the developed...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly motivated and skilled individual to develop reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines (PSMs) with offset-free tracking.Key ResponsibilitiesDevelop reinforcement learning-based tracking controller concepts for PSMs with offset-free tracking.Evaluate the developed...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly skilled Research Scientist to develop innovative reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines (PSMs) with offset-free tracking.The ideal candidate will have a strong background in machine learning and control theory, with experience in MATLAB/Simulink and Python,...
-
Renningen, Baden-Württemberg, Deutschland Bosch VollzeitJob DescriptionWe are seeking a highly skilled researcher to develop innovative reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines (PSMs) with offset-free tracking.The successful candidate will evaluate the developed controller concepts in simulation in comparison to state-of-the-art controllers and have the...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitAdvanced Machine Learning Solutions for Permanent Magnet Synchronous MachinesRobert Bosch GmbH is seeking a highly skilled Control Engineer to develop innovative reinforcement learning-based tracking controller concepts for permanent magnet synchronous machines (PSMs) with offset-free tracking.The ideal candidate will have a strong background in machine...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis in Reinforcement Learning for Multiple-Embodiment GraspingWe are seeking a highly motivated and skilled Master's student to work on a research project in reinforcement learning for multiple-embodiment grasping.Project OverviewThe goal of this project is to design and implement architectures and pipelines for transferring current methods to...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis in Reinforcement Learning for Multiple-Embodiment GraspingWe are seeking a highly motivated and skilled Master's student to work on a research project in reinforcement learning for multiple-embodiment grasping.Project OverviewThe goal of this project is to design and implement architectures and pipelines for transferring current methods to...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis in Reinforcement Learning for Multiple-Embodiment GraspingWe are seeking a highly motivated and skilled Master's student to work on a research project in reinforcement learning for multiple-embodiment grasping.Project OverviewThe goal of this project is to design and develop architectures and pipelines for transferring current methods to online...
-
Renningen, Baden-Württemberg, Deutschland Robert Bosch GmbH VollzeitMaster Thesis in Reinforcement Learning for Multiple-Embodiment GraspingWe are seeking a highly motivated and skilled Master's student to work on a research project in reinforcement learning for multiple-embodiment grasping.Project OverviewThe goal of this project is to design and develop architectures and pipelines for transferring current methods to online...