Thesis Opportunity in Machine Learning for Li-Ion Battery Voltage Prediction

vor 1 Woche


Graz, Steiermark, Österreich AVL List GmbH Vollzeit

Thesis Opportunity: Machine Learning for Li-Ion Battery Voltage Prediction

We are offering a thesis opportunity in the field of machine learning for Li-Ion battery voltage prediction. Your responsibilities will include:

  • Developing and implementing machine learning algorithms for Li-Ion battery voltage estimation
  • Comparing the performance of different machine learning algorithms, including neural networks and decision trees
  • Validating the results using synthetic data generated by an electrical equivalent circuit

About the Project

The project aims to improve the accuracy of Li-Ion battery voltage prediction using machine learning algorithms. This will involve developing and implementing different machine learning models, comparing their performance, and validating the results using synthetic data.

About AVL

AVL is a leading mobility technology company that provides solutions and methodologies for the automotive industry. We are committed to developing innovative technologies that improve the efficiency and sustainability of mobility.

Requirements

To be eligible for this thesis opportunity, you should have:

  • Ongoing studies in the fields of electrical engineering, computer science, or data science
  • Good knowledge of English
  • Programming skills in Python

What We Offer

We offer a one-time fee of EUR 1,700 before tax for the successful completion of the thesis. You will also have the opportunity to work with experienced employees and benefit from their expertise.



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