Senior Cell Electrochemical and Aging Modelling

4 weeks ago


Bengaluru, Karnataka, India Skillventory Full time
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

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