US 2021/0065481 A1 · Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method

Abstract

A vehicle failure warning system is disclosed that is in communication connection with a plurality of vehicles and is capable of warning the vehicles of an imminent failure. The vehicle failure warning system comprises: a data collection module configured to collect vehicle data from the plurality of vehicles within a time span to form a data cluster; a data screening module configured to screen data from the data cluster based on characteristics of a failure prediction model to be generated; a prediction model generation module configured to construct the failure prediction model for predicting a vehicle failure, from the screened data using a big-data processing algorithm; and a failure prediction module configured to predict, in the situation where the failure prediction model is called and based on real-time vehicle data, whether there is an imminent failure in the vehicle. A corresponding vehicle failure warning method is further disclosed.

Claims10

Dependent claims

A vehicle failure warning system, the vehicle failure warning system being in communication with a plurality of vehicles, the vehicle failure warning system comprising:

a data collection module configured to collect vehicle data from the plurality of vehicles within a time span to form a data cluster;
a data screening module configured to screen data from the data cluster based on characteristics of a failure prediction model to be constructed;
a prediction model generation module configured to construct the failure prediction model based on the data screened by the data screening module, the failure prediction model being configured to predict a vehicle failure;
and
a failure prediction module configured to predict, using the failure prediction model and based on real-time vehicle data, whether there is an imminent failure in a vehicle of the plurality of vehicles and issue an alert in response to predicting that there is an imminent failure in the vehicle.

2 more elements

A method for warning of a vehicle failure, the method comprising:

collecting vehicle data from a plurality of vehicles within a time span to form a data cluster;
screening data from the data cluster based on characteristics of a failure prediction model to be constructed;
constructing the failure prediction model based on the screen data, the failure prediction model being configured to predict a vehicle failure;
predicting, using the failure prediction model and based on real-time vehicle data, whether there is an imminent failure in a vehicle of the plurality of vehicles;
and
issuing an alert when predicting that there is an imminent failure in the vehicle.

3 more elements

Dependencies are inferred from the claim text.

Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method

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Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method

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Abstract

Claims10