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Senior Cell Electrochemical and Aging Modelling

Senior Cell Electrochemical and Aging Modelling

ConfidentialBengaluru / Bangalore
9 days ago
Job description

Role & responsibilities

Develop physics-based and / or electrochemical aging model of lithium ion cells to predict capacity

degradation and resistance increase. Calibrate the model by design of experiments and validate the aging

model by lab tests and / or field data. Apply aging model to predict battery lifetime and warranty for different

operating conditions.

  • Develop physics-based model for swelling and investigate the impacts of swelling on cell performance

including aging.

  • Develop physics-based model for gassing and apply model to drive cell design.
  • Develop physics-based and / or electrochemical model of lithium ion cells to predict cell performance
  • dependence on various cell designs and manufacturing variables such as coating thickness, material

    composition, coating microstructure. Apply the models to optimize cell design and manufacturing process.

    Preferred candidate profile

    PhD in electrochemistry, chemical engineering, mechanical engineering, and equivalent

  • At least 3+ years of industrial experience in battery modelling
  • Experience in electrochemical modelling tools such as COMSOL, Battery Design Studio, AutoLion, or other
  • software tools.

  • Deep understanding of cell degradation mechanisms and failure modes
  • Deep understanding of cell electrochemistry of lithium ion cells
  • Proficient in Matlab / Simulink
  • Desired

  • Experience in AI applications in design and manufacturing
  • Experience in BMS algorithm such as SOP, SOC, SOH
  • Skills Required

    comsol, Matlab, Sop, Soc

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    Senior And Modelling • Bengaluru / Bangalore

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