LABS

Personal Growth

Battery Management Systems (BMS) Lab

At BMSLab, we develop solutions for safe, efficient, and reliable use of batteries through advanced battery management system.

 

Keywords: state of charge, state of health, remaining useful life, battery thermal management, equivalent circuit models, battery impedance estimation, electrochemical impedance spectroscopy, optimal charging algorithms, estimation, Kalman filtering, machine learning, data fusion. 


For more information, go to https://www.bmslab.org/

Human Systems (HS) Lab

HSLab is a collaboration between Electrical Engineering and Human Factors. We strive to develop deeper understanding about human-machine cooperation and ways to improve it by merging diverse expertise in cognitive science, human factors, and ergonomics with signal processing, machine learning and information fusion.

 

Keywords: Cognitive load estimation, predictive modelling of human behaviour, automated driving systems, driver alert monitoring, eye-tracking, pupil dilation, eye-gaze patterns, eye-blink patterns, Detection Response Task (DRT), heart rate variability measures, n-back tasks, zoom fatigue.

 

For more information, go to https://www.hslab.org/

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