METHOD AND SYSTEM FOR PREDICTING ENERGY CONSUMPTION OF A VEHICLE THROUGH APPLICATION OF A STATISTICAL MODEL UTILIZING SENSOR AND DATABASE DATA

    公开(公告)号:US20180113173A1

    公开(公告)日:2018-04-26

    申请号:US15793347

    申请日:2017-10-25

    Inventor: Stephen J. Brown

    Abstract: A method for predicting energy consumption of a vehicle using a statistical model. The method includes (i) predicting a set of future input vectors for the vehicle at defined time intervals corresponding to a plurality of future points in time based on a subset of a plurality of reference input vectors previously generated at the defined time intervals at a plurality of previous points in time, (ii) predicting a change in the energy level of the vehicle at the future points in time using a processor and the statistical model, and (iii) providing results corresponding to the predicted change in the energy level to an output unit of the vehicle. The change in the energy level comprises a function of corresponding future input vectors and an associated weighting vector. The change in the energy level is predicted based on a regression analysis of the energy level associated with each of the reference input vectors.

    VEHICLE DESTINATION PREDICTION
    85.
    发明申请

    公开(公告)号:US20180065484A1

    公开(公告)日:2018-03-08

    申请号:US15698977

    申请日:2017-09-08

    Abstract: Described herein are devices, systems, and methods for managing the power consumption of an automotive vehicle, and thereby for optimizing the power consumption of the vehicle. The devices and systems for managing the power consumption of the vehicle typically include power management logic that can calculate an applied power for the vehicle engine based on information provided from the external environment of the vehicle, the operational status of the vehicle, one or more command inputs from a driver, and one or more operational parameters of the vehicle.

    VEHICLE SYSTEMS FOR IDENTIFYING A DRIVER
    86.
    发明申请

    公开(公告)号:US20180056786A1

    公开(公告)日:2018-03-01

    申请号:US15689451

    申请日:2017-08-29

    Abstract: An apparatus comprising a sensor interface, a memory and a processor. The sensor interface may be configured to receive sensor data samples during operation of a vehicle. At least one of the sensor data samples may be driver-related. The memory may be configured to store the sensor data samples over a number of points in time. The processor may be configured to (i) analyze the sensor data samples stored in the memory to detect a pattern and (ii) generate a likelihood that a particular driver is operating the vehicle based on the pattern detected.

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