Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab Management
02.09.2024
AVL List GmbH
Graz
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Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab Management
Graz
Aktualität: 02.09.2024
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02.09.2024, AVL List GmbH
Graz
Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab Management
Aufgaben:
Analyze and adapt data models for battery testing
Implement simple test environment to simulate battery test lab
Analyze state of the art in ML applicable to plant management
Select appropriate approaches and implement prototypes for tasks in the battery testing facility (e.g. allocate test equipment)
Design an agent prototype that interacts with the environment
Design dashboard prototypes to properly communicate necessary changes in resource allocation
Qualifikationen:
Ongoing master study in the fields of Computer Science, Telematics or Physics
Good programming skills in Python
C# skills appreciated
Knowledge of machine learning algorithms (e.g. reinforcement learning)
Knowledge of data structures and translations
Good knowledge of German and English
Presence from time to time at our headquarter in Graz required
Standorte