Modeling and Architecture Engineer, Energy Storage
- Technical leadership of Redwood Material's in-house performance and technoeconomic model, including ownership of modeling roadmap and selection of modeling tools.
- Utilize the models to produce repeatable and dependable results for various stakeholders within the organization to drive product architecture and site-specific deployment decisions.
- Lead architectural studies to explore the cost and performance design space.
- Create a pack operational window and pack replacement algorithm, responsible for setting SOC and other operational limits for each pack to meet site objectives.
- Produce component-level sensitivity analysis to allow component owners to make globally optimal cost and performance tradeoffs.
- Lead model validation efforts by contributing to test plans and analyzing the results to quantify model uncertainty.
- Effectively communicate modeling study results to drive architecture and performance initiatives.
- Develop a consistent framework for reporting progress of model and component development as components go from conception to prototype to full production.
- BS or MS in Mechanical Science, Electrical Engineering, or a related field and 8+ years of model development or system engineering experience.
- Excellent first-principles physics understanding of electrical and mechanical systems, power delivery, energy storage and transformation, and basic thermal mechanics.
- Hybrid or electric powertrain model development, PV model development, and data analysis in Python or MATLAB/Simulink.
- Experience with models which have multiple contributors collaborating together.
- Familiarity with basic controls techniques, such as filters and PID loops.
- Experience with system optimization tools.
- Strong communication and collaboration skills.
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