Battery SOH and SOC Estimation Using a Hybrid Machine Learning A...
Discover a hybrid approach to overcome the shortcomings of existing individual methods for SOC and SOH estimation. It combines a battery model and a neural network to predict SOC and then uses the ...
Onboard Battery Pack State of Charge Estimation Using a Trained ...
Train and validate a neural network to estimate pack state of charge (SOC) during vehicle charging. Deploy as a “shadow” strategy within an existing AUTOSAR SOC software component.
Deploying a Deep Learning-Based State-of-Charge (SOC) Estimation...
This webinar shows how to use Deep Learning Toolbox, Simulink, and Embedded Coder to generate C code for AI algorithms for battery SOC estimation and deploy them to an NXP S32K3 microcontroller.