Description:
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
Skills:
Matlab, Algorithm, Electrical engineering, Algorithm development, Python, mathematics, machine learning, simulation
Top Skills Details:
Matlab
Additional Skills & Qualifications:
BS in STEM field. MS and PhD are a plus. 3+ years experience working with batteries General understanding of Li-ion battery modeling. Knowledge of detailed battery modeling and electrochemistry is a plus. 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 is a plus.
Experience Level:
Intermediate Level
About Actalent
Actalent is a global leader in engineering and sciences services and talent solutions. We help visionary companies advance their engineering and science initiatives through access to specialized experts who drive scale, innovation and speed to market. With a network of almost 30,000 consultants and more than 4,500 clients across the U.S., Canada, Asia and Europe, Actalent serves many of the Fortune 500.
Diversity, Equity & Inclusion
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- Hiring diverse talent
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