BATTERY STATE OF HEALTH ESTIMATION BASED ON REAL-TIME DATA
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United States of America
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Issued Date -
Nov 28, 2024
app pub date -
May 22, 2023
filing date -
May 22, 2023
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Abstract
In some examples, a system may determine route information for a route to be traversed by a vehicle from a start location to a destination location, the vehicle including a battery having a state of health. The system receives discharge data corresponding to traversal of the vehicle along the route, the discharge data indicative of a rate of discharge of the battery at a plurality of locations along the route. Based on the received discharge data, the system at least one of trains or updates a first machine learning model configured for predicting the state of health of the battery. The vehicle may determine an estimated battery state of health based at least on the first machine learning model, and may receive control information while traversing the route based on the estimated battery state of health to at least partially minimize battery degradation during traversal of the route.
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