Facilitating safer vehicle travel utilizing telematics data

    公开(公告)号:US10359782B1

    公开(公告)日:2019-07-23

    申请号:US16002142

    申请日:2018-06-07

    Abstract: Various devices are described, which are configured to use telematics data from one driver to facilitate safer vehicle travel for another driver. A remote server may include (1) a communication unit configured to receive a broadcast including telematics data generated and transmitted from a first mobile device or smart vehicle; and (2) a processor configured to determine (i) a travel event; (ii) a GPS location of the travel event; and/or (iii) an estimated or actual geographical or temporal scope of the travel event from computer analysis of the telematics data. The remote server may transmit a travel event-related wireless communication to a second mobile device or smart vehicle to facilitate safer vehicle travel for a second driver or vehicle based upon the telematics data associated with the first driver/vehicle. Insurance discounts may be provided for individuals or vehicles based upon having or using the risk mitigation or prevention functionality.

    MACHINE LEARNING SYSTEMS AND METHODS FOR ELASTICITY ANALYSIS

    公开(公告)号:US20210312560A1

    公开(公告)日:2021-10-07

    申请号:US16293260

    申请日:2019-03-05

    Abstract: A machine learning system determines an estimate of elasticity of an insurance policy. The system includes one or more processors in communication with at least one memory device, the one or more processors programmed to store an insurance policy model including a plurality of characteristics for the insurance policy and historical insurance policy data including a plurality of individual insurance policies. The one or more processors are further programmed to execute the insurance policy model to calculate an estimate of elasticity of the insurance policy based upon analyzing the historical data to detect a change to a characteristic of the insurance policy. The one or more processors are further programmed to modify a characteristic based upon the calculated elasticity. The processors are further programmed to receive a user insurance application, generate an individualized insurance policy based upon the application and the modified characteristic, and transmit the individualized insurance policy.

    Autonomous vehicle refueling
    50.
    发明授权

    公开(公告)号:US10691126B1

    公开(公告)日:2020-06-23

    申请号:US15976990

    申请日:2018-05-11

    Abstract: Methods and systems for autonomous vehicle recharging or refueling are disclosed. Autonomous vehicles may be automatically refueled by routing the vehicles to available fueling stations when not in operation, according to methods described herein. A fuel level within a tank of an autonomous vehicle may be monitored until it reaches a refueling threshold, at which point an on-board computer may generate a predicted use profile for the vehicle. Based upon the predicted use profile, a time and location for the vehicle to refuel the vehicle may be determined. In some embodiments, the vehicle may be controlled to automatically travel to a fueling station, refill a fuel tank, and return to its starting location in order to refuel when not in use.

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