DP.TUG.2:Advanced Models for Cell-Scale Reactive Flow during Thermal Runaway

Project Goals

This project aims to address (i) the experimental characterization of the reactive flow (combustion) during a thermal runaway process under different SoC and aging of the batteries as well as (ii) the numerical simulation of the reactive flow during the venting process using reactor-based, flamelet approaches and advanced ML-based models for the reaction kinetics.

Place of Employment 

Institute of Thermal Engineering, TU Graz, Inffeldgasse 25/B, 8010 Graz

Supervisory Team 

Rene Prieler (TU Graz; primary), Zlatko Raonic (MU Leoben), Thomas Sheppard (TU Wien)

Secondments 

6 months secondment at COMET Centre Battery4Life (Graz), short visit at MUL (Raonic, Spijker)

Admission Requirements 

Master degree in mechanical or chemical engineering, physics, or similar areas

Essential Qualifications 

  • Experience in the field of turbulent reactive flows and the numerical modeling
  • Basic knowledge on intrusive and optical measurement techniques for reactive flows is beneficial
  • Basic knowledge in Python and AI-based methods

Offered Employment

Full time (40h/week) for 48 months