Lithium-Ion Battery Modeler
4 days ago
Battery Modelling Engineer Job Description
At Addionics, we are seeking a skilled Battery Modelling Engineer to join our CAE team. The successful candidate will be responsible for developing and applying advanced physics-based models to enhance the understanding, design, and optimization of lithium-ion batteries. A key focus of this role will be on the mechanisms of battery degradation, as well as analysing battery performance and degradation using PyBaMM and battery data analysis techniques. The engineer will also develop and apply mechanical, CFD, and thermal models to analyse the production process of 3D current collectors.
This position involves close collaboration with Senior Battery Scientists in London and the US, the engineering team in Israel, and various industrial partners. The successful candidate will be required to work closely with cross-functional teams and project partners to integrate modelling insights into practical applications. The ideal candidate will have a PhD or engineering degree in a field related to battery electrochemistry, thermal dynamics, or mechanical modelling, as well as significant experience in a similar position. A strong understanding of the physics behind lithium-ion batteries and mechanisms of battery degradation is essential, along with proficiency in battery data analysis techniques and experience with programming languages such as Python.
Responsibilities:
- Develop multiscale physics-based models of lithium-ion batteries with a focus on electrochemical processes, thermal dynamics, and degradation mechanisms.
- Analyse battery data to extract performance metrics and identify early signs of degradation.
- Develop multiscale physics-based models of current collectors production process.
- Collaborate with experimentalists to design tests and gather data for parameterization and validation of models.
- Work closely with cross-functional teams and project partners to integrate modelling insights into practical applications.
- Contribute to the development and optimization of battery testing protocols and techniques.
- Attend and actively participate in progress and project meetings.
- Write detailed progress reports and technical documentation.
- Represent the company at external events, showcasing our modelling capabilities.
- Translate simulation results into actionable insights for real-world battery applications.
- Build a robust portfolio of models addressing electrochemical, thermal, and degradation aspects of lithium-ion batteries.
- Foster strong collaboration with teams in the UK, US, and Israel, ensuring alignment and synergy across R&D and industrialisation efforts.
Required Skills:
- PhD or engineering degree in a field related to battery electrochemistry, thermal dynamics, or mechanical modelling.
- 2+ years experience in a similar position.
- Strong understanding of the physics behind lithium-ion batteries and mechanisms of battery degradation.
- Extensive experience with PyBaMM and other battery modelling tools.
- Proficiency in battery data analysis techniques to extract performance metrics and degradation signs.
- Knowledge of battery testing techniques and experience in designing or conducting battery tests.
- Experience with programming languages such as Python, with a focus on data analysis and modelling.
- Excellent communication skills and ability to work collaboratively in a team-oriented environment.
Desirable Skills:
- Experience in the fabrication and testing of lithium-ion batteries.
- Experience working in a multidisciplinary research environment across multiple institutions.
- Familiarity with machine learning techniques for data analysis and simulations.
- Experience in a software development environment.
- Experience with abusive tests at the cell level.
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