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US 2024/0185643 A1Published application
Vehicle distance to empty prediction apparatus and method
AssigneesHyundai Motor Company, Kia Corporation
InventorKi Hyung JOO
Life of this patent
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Abstract
A vehicle distance to empty (DTE) prediction apparatus and a method therefor include a processor configured to define a DTE prediction model of a vehicle based on a linear regression model reflecting a Bayesian probability distribution, and to predict a DTE by learning the DTE prediction model based on driving data of the vehicle; and a storage configured to store data and algorithms driven by the processor.
Claims20
A distance to empty (DTE) prediction apparatus comprising:
- a processor configured for defining a DTE prediction model of a vehicle based on a linear regression model reflecting a Bayesian probability distribution, and for predicting a DTE by learning the DTE prediction model based on driving data of the vehicle;
- and
- a storage configured to store data and algorithms driven by the processor.
A DTE prediction method comprising:
- defining, by a processor, a distance to empty (DTE) prediction model of a vehicle based on a linear regression model reflecting a Bayesian probability distribution;
- learning, by the processor, the DTE prediction model based on driving data of the vehicle;
- and
- predicting, by the processor, the DTE.
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