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