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Masterarbeit Smart Temperature Estimation in High Performance Brake Systems

Abstatt, BW, de💼 Full-time🗓 2026-07-23 → 2026-09-26

Core

Develop a model-based temperature estimator for electric machines by integrating environmental data and optimizing performance.

Role type

Master's thesis researcher (thermal estimation)

Builds

Simulation models and experimental validation of temperature estimation algorithms

Domain

Automotive / Electric Machines / Thermodynamics

Deliverable

production ML models

Required skills

electric machines, system dynamics, thermodynamics, Matlab/Simulink, simulation, experimental verification

Preferred skills

Similarity Learning, AI-based data augmentation

Technologies

Matlab, Simulink

Responsibilities

Develop model-based temperature estimator, integrate environmental data into models, evaluate solutions in simulation, verify approaches on motor test bench

Seniority

Master's student (6-month project)

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