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Now hiring a Battery State Estimation Data Engineer in Auburn Hills, MI!
Trillium Technical is looking for a Battery State Estimation Data Engineer in Auburn Hills, MI!
The Battery State Estimation Data Engineer will support battery testing, validation, and development activities related to the family of next-generation xEV powertrains and batteries. The candidate will perform tasks in analyzing, mining, processing, and tracking the increasing amount of battery and cell test data generated during the course of product development, testing, and validation. This includes data for cell/battery model development such as equivalent circuit modeling, and validation data of battery state estimation algorithms. The candidate will be involved in multiple vehicle programs to deal with a broad range of data, i.e. cell level, pack-level, vehicle-level, and fleet-level.
Responsibilities include but not limited to:
•Process and analyze battery data such as battery/cell performance data, drive cycle testing, capacity/energy tests, cell characterization tests (HPPC, OCV), and battery state estimation SOx validation for state-charge (SOC), state-of-power (SOP) limits, and battery state of health (SOH) estimation.
•Support data regression, statistical analysis, and parameter fitting functions related to battery/cell data, voltage/temperature response modes, and age modeling.
•Perform target deep-dive analysis of (historical) battery data to support root-cause analysis of battery state estimation related issues.
•Deliver reports to department Engineers on battery test and analysis activities
•Generate automated graphical test reports to support validation, analysis, and verification of battery software functions such as battery state estimation, cell balancing, and sensor measurement processing.
•Coordinate with various test labs for characterization and validation testing activities.
•Provide as needed battery data analysis/processing/simulations to support production program design release activities
•Process SOx Validation data from Model-in-the-loop (MIL), Hardware-in-Loop (HIL), Pack and Vehicle level testing
•Perform as needed data collection activities using software tools such as CANalyzer, INCA, and Matlab.
If interested, please apply today!
•Bachelor in Electrical/Computer/Software Engineering or Computer Science with a minimum of 2 years of relevant experience.
•Two years of experience in data analysis/processing/mining
•Knowledge of parameter fitting, optimization, and data regression methods
•Working knowledge of Battery Management Systems
•Excellent Matlab scripting skills or other languages e.g. Octave, Python
•Effective graphical presentation, interpersonal, and time management skills to engage development and testing teams/personnel
•Matlab-simulink skill, Sox basic, battery basic
Trillium Technical has been recruiting and placing Engineering professionals for over 30 years. From Fortune 100 companies to small businesses, our philosophy remains the same: to achieve excellence by providing quality employees with an uncompromising level of service. We believe in honesty, integrity, and a simple philosophy of providing value to our customers and our employees. We strive to be unsurpassed in the recruitment and placement of Engineering professionals. Trillium is an Equal Opportunity Employer.
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