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  3. Senior Battery Cell Modeling Scientist - Simulation
SE

Senior Battery Cell Modeling Scientist - Simulation

SES
Shanghai, China
Full Time
Posted January 16, 2023
Energy Storage
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Job Description

Responsible for building cell mathematical simulation models (physical models and data-driven models) to predict the performance of Li-ion batteries/Li-metal batteries under various working conditions, including dynamic performance, lifetime decay, electrochemical and thermal response, and safety-related cell behavior

Key Responsibilities

  • Responsible for building cell mathematical simulation models (physical models and data-driven models) to predict the performance of Li-ion batteries/Li-metal batteries under various working conditions, including dynamic performance, lifetime decay, electrochemical and thermal response, and safety-related cell behavior
  • Design and advance experiments to obtain parameters/data required to build cell models
  • Work with cross-functional teams to develop, deploy, test, and maintain models
  • The electrochemical/thermal data of the cell under different working conditions are generated by using the certified physical model of the cell to provide data support for the establishment of the data-driven model
  • Establish a standardized process for cell physical modeling to reduce the resources/time required for modeling
  • Provide documentation related to model and algorithm development
  • Work with the battery team to determine and achieve battery performance life goals

Requirements

  • Master’s degree or above, more than 5 years of battery related research/work experience
  • Basic knowledge of cell electrochemistry (P2D), thermal, mechanical modeling and simulation. Familiar with electrochemical principle, simulation parameter measurement method and corresponding equipment
  • Familiar with various battery-related models/algorithms, and have experience in using cell model software (COMSOL, Ansys, PyBaMM, etc.)
  • Experience in building data-driven models (statistical analysis, machine learning, AI)
  • Proficient in code development tools, such as Python or Matlab

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