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Job Description
Build a data-driven model of battery based on electrochemical knowledge and test data
Key Responsibilities
- Build a data-driven model of battery based on electrochemical knowledge and test data
- Develop battery BMS related algorithms, including but not limited to battery state estimation and battery behavior estimation
- Provide novel battery management system solutions to optimize battery performance, including but not limited to charging process optimization, discharge capacity optimization and cycle life optimization
- Work with a team to develop, deploy, test and maintain battery algorithms
- Cooperate with the team to design the battery pack according to the model requirements, including the number of sensors and deployment location, etc
- Responsible for the overall framework design of battery algorithm deployment
Requirements
- Master degree or above, machine learning, AI, and big data related education background
- More than five years of battery related work experience, familiar with battery pack design and data
- Familiar with various battery related models/algorithms
- Experience in battery management system (BMS) algorithm development
- Practical experience based on AI, big data battery algorithm, and cloud BMS
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