
Senior Cell Electrochemical and Aging Modelling
4 weeks ago
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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