Source description
About the role
Develop physics-based mathematical models for Li-ion battery cell degradation (SEI growth, CEI, particle/electrode cracking, ...)
Implement models in COMSOL, PyBaMM, 3D Experience and other available tools and perform life estimation studies under different load conditions (drive cycles, CCCV cycling, charge protocol, …)
Develop tools and techniques (experimental and modeling) for the physicochemical characterization of degradation mechanisms (SEI, CEI, electrolyte, …) and construct material database
Develop, implement, and run data-driven models for cell degradation and life estimation
Perform DOEs and run experiments in close collaboration with battery scientists and test engineers, for aging analysis, model parametrization and validation
Construct advanced studies, perform data analyses, run simulations, and deliver study results, providing support to Product Development Team from early days to final stages of production
Review literature for state-of-the-art understanding of complex aging mechanisms in Li-ion cells
Work closely with cell development leaders to meet requirements of different projects according to project timelines
Lead technical investigations, perform diagnostic analysis and prepare progress updates; participate in creating design review dossiers
Take initiative for intellectual property development
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