Battery Modelling and Algorithm Engineer

1 day ago


cupertino, United States WalkWater Technologies Full time

REQ ID – 33710903

ROLE – Battery Modelling and Algorithm Engineer

LOCATION – Cupertino - Onsite

MAIN SKILLS – understanding of Li-ion battery modeling, detailed battery modeling and electrochemistry, battery cell design and materials, modeling and simulation tools like MATLAB, Simulink, Expertise in C/C++ programming, mathematical modeling of linear and nonlinear dynamical systems, dynamic modeling, statistical and machine learning algorithm design

Key Qualifications

· General understanding of Li-ion battery modeling.

· Knowledge of detailed battery modeling and electrochemistry.

· Knowledge of battery cell design and materials would also be a plus.

· Proficient in using modeling and simulation tools like MATLAB, Simulink and other specialized tools.

· Experience in writing efficient codes to analyze large data sets.

· Familiarity with Git and code review process.

· Attention to details and ability to develop high quality code documentation.

· Experience in dynamic modeling, statistical and machine learning algorithm design.

· Experience of developing solutions using control theories like Kalman filters, state observers.

· Experience in mathematical modeling of linear and nonlinear dynamical systems and distributed parameter systems. Experience solving optimization problems.

· Expertise in C/C++ programming.


Description

In this position you will be expected to use a combination of advanced mathematics, machine learning, electrical engineering, and control engineering knowledge to:

· Develop advanced battery models and control algorithms to improve battery performance.

· Develop models to estimate and optimize cell and pack performance in design phase.

· Analyze large volumes of test data to understand cell performance differences and propose design improvements to address them.

· Develop algorithms to estimate State of charge and State of Power of batteries.

· Develop machine learning algorithms or mathematical models to predict cell performance across life.

· Develop simulation models and tools to evaluate such new algorithms.


Education

Degree in engineering or mathematics/physics related discipline and direct experience in similar role required.


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