Vehicle Failure Warning System and Corresponding Vehicle Failure Warning Method
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 o...
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Format: | Patent |
Sprache: | eng |
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Zusammenfassung: | 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. |
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