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Analytics - Lesson Summary

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Analytics is about monitoring an electric vehicle subsystem, capturing data, and sending it to the cloud for analysis. This can be done in two ways. Directly, using a 2G/3G connection with the cloud to monitor and capture data while the vehicle is in operation. Or indirectly, as the vehicle communicates with the charger while the charger is connected to the vehicle and the charger is sending data to the cloud via 2G/3G connection.

PARAMETERS THAT ARE MONITORED

SoC cell imbalance monitoring during vehicle operation (driving).
Cell Voltage imbalance while charging.
Cell Voltage imbalance while driving.
History of battery temperature while driving.
Total energy consumed by the battery during the battery’s lifetime.
A battery’s number of sessions in a vehicle.
Average energy consumed by the battery during a session.
SoH predictions.
Motor performance.
Charger energy consumption.