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PhD position: Development of a Machine Learning Model based on Electrochemical Impedance Spectroscopy (EIS) for Prediction of Li-ion Cell Quality (f/m/x)

Stellenbezeichnung: PhD position: Development of a Machine Learning Model based on Electrochemical Impedance Spectroscopy (EIS) for Prediction of Li-ion Cell Quality (f/m/x)

Firma: VARTA

Arbeitsort / Location: Ellwangen, Baden-Württemberg

Job Beschreibung: In order to grow together and to take on the challenges of tomorrow, we are looking for you for our location in Ellwangen

PhD position: Development of a Machine Learning Model based on Electrochemical Impedance Spectroscopy (EIS) for Prediction of Li-ion Cell Quality (f/m/x)

We are empowering independence.

For our customers through our battery technologies. Our employees benefit from more perspective. As a traditional company, VARTA offers you a secure job in a strong community. And as a technology-leading global brand, VARTA gives you creative freedom in exciting projects and tasks in the future market of innovative energy solutions.

Your tasks

  • Evaluation of different machine learning models and their applicability for EIS-based Li-ion cell quality prediction to find a best fit as a compromise between different technological and economical aspects
  • Independent planning, execution, and evaluation of comprehensive empirical long-term cell performance studies for different Li-ion chemistries
  • Define by the machine learning model to be predicted Li-ion cell performance parameters
  • Training and validation of your elaborated machine learning model towards prediction accuracy
  • Working out of an implementation strategy for your findings, as an ongoing quality control mechanism in Li-ion cell mass production

Your skills

Gehalts Budget:

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