Battery SoxState Estimation Algorithm Engineer
Battery SoxState Estimation Algorithm Engineer
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Job Description
- Process and analyze battery data such as battery/cell performance data drive cycle testing capacity/energy tests cell characterization tests and battery state estimation SOx validation.
- Support data regression statistical analysis and parameter fitting functions related to battery/cell data voltage/temperature response modes and age modeling.
- Perform deepdive analysis of battery data to support rootcause analysis of battery state estimation related issues.
- Deliver reports and generate automated graphical test reports to support validation analysis and verification of battery software functions.
- Coordinate with test labs for characterization and validation testing activities.
- Provide battery data analysis/processing/simulations to support production program design release activities.
- Bachelors degree in electrical/computer/software engineering or computer science.
- Minimum of 2 years of relevant 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 such as Octave or Python.
- Excellent analytical skills and attention to detail.
- Strong problemsolving abilities.
- Effective communication and interpersonal skills.
hppc,performance,battery test,provide as needed battery data analysis/processing/simulations,canalyzer,battery/cell modeling,battery sox/state estimation algorithm,optimization,interpersonal,parameter fitting,process sox validation data,inca,preferred requirements,prior experience with of battery management systems mechatronics and software functions,data regression methods,battery management systems,xev vehicle testing,bms,,simulations,voltage/temperature response modes,automated graphical test reports,system design,perform target deep-dive analysis,engineering support,excellent matlab scripting skills,pack and vehicle level testing,data regression,two years of experience in data analysis,deliver reports,basic qualifications & technical skills,state-of-power availability,cell characterization tests,battery state estimation related issues,python,prior experience with battery/cell lab test equipment and xev vehicle testing and dvp&r procedures,ocv,battery algorithms,xev vehicle,parameter fitting functions,support data regression,deep-dive analysis,hardware-in-loop (hil),model-in-the-loop (mil),regression,process and analyze battery data,and data regression methods,expertise in statistical analysis,drive cycle testing,and time management skills,battery state estimation,statistical analysis,battery/cell lab test equipment,and state-of-power availability,effective graphical presentation,state-of-health (resistance/capacity),coordinate with various test labs,big data analysis,matlab scripting skills,octave,knowledge of parameter fitting,machine learning,state-of-power (sop) limits,state-charge (soc),estimation of state-of-charge,cell balancing,generate automated graphical test reports,battery state of health (soh) estimation,bachelor s in electrical/computer/software engineering or computer science,sensor measurement processing,battery algorithm,age modeling,state-of-health,matlab,graphical presentation,battery data analysis,capacity/energy tests,characterization and validation testing,dvp&r procedures,knowledge of battery algorithms such as estimation of state-of-charge,battery state estimation sox validation,root-cause analysis,data analysis,general knowledge of xev vehicle and powertrains,battery/cell performance data,working knowledge of battery management systems,signal processing
Employment Type
Full Time
