Vehicular health management systems and associated methods
AssigneeAmphion Technology, LLC
InventorsEric Patton, Robert Matthews
Life of this patent
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Abstract
A health management system for a vehicle may include, among other things, a computing device including one or more processors coupled to memory. The one or more processors may collectively operable to execute a health management environment. The health management environment may include an interface operable to obtain sensor information from one or more sensors. The health management environment may include a machine learning model operable to determine a health of one or more vehicle components based on at least one training set associated with a vehicle use profile. A method for determining health for a vehicle is also disclosed.
Claims20
A health management system for a vehicle comprising:
- a computing device including one or more processors coupled to memory, the one or more processors collectively operable to execute a health management environment, and the health management environment comprising:
- an interface operable to obtain sensor information from one or more sensors;
- and
- a machine learning model operable to determine a health of one or more vehicle components based on at least one training set associated with a vehicle use profile, the vehicle use profile including sensor information generated by a virtual instance of the one or more sensors.
A health management system for a vehicle comprising:
- a computing device including one or more processors coupled to memory, the one or more processors collectively operable to execute a health management environment, and the health management environment comprising:
- an interface operable to obtain sensor information from one or more sensors that measure a condition of one or more respective suspension components of a suspension system;
- and
- a machine learning model operable to determine a health of the one or more vehicle components based on the sensor information.
A method for determining health for a vehicle comprising:
- obtaining virtual sensor information from one or more virtual sensors operable to measure a condition of a virtual instance of one or more respective vehicle components;
- training a machine learning model with the virtual sensor information;
- and
- determining a health of a physical instance of the respective one or more vehicle components based on the trained machine learning model.
Dependencies are inferred from the claim text.