CPC G07C 5/0808 (2013.01) [G01R 31/007 (2013.01); G07C 5/008 (2013.01)] | 20 Claims |
1. A system comprising:
an environmental sensor that generates telematics data based on an electrical output of a vehicle electrical component; and
at least one processor communicatively coupled with computer storage media storing executable instructions that, when executed, cause the at least one processor to:
collect the telematics data from the environmental sensor, wherein the telematics data comprises telematics data points that are each indicative of the electrical output of the vehicle electrical component;
store the telematics data within a data file to form a telematics data signature for the vehicle electrical component;
generate an inquiry to identify a predetermined electrical metric, wherein the predetermined electrical metric comprises a threshold value for a moving average electrical output for the vehicle electrical component;
retrieve the predetermined electrical metric and a reference data signature for the vehicle electrical component that is indicative of how the vehicle electrical component performs as a function of time, wherein the reference data signature identifies a threshold vehicle electrical failure level for the vehicle electrical component, and the predetermined electrical metric identifies at least one of a desired vehicle electrical component output, a failing vehicle electrical component telematics characteristic, or a vehicle electrical component life-cycle data signature;
compare the telematics data signature and the reference data signature to determine that the telematics data signature satisfies the threshold vehicle electrical failure level; and
upon determining that the telematics data signature satisfies the threshold vehicle electrical failure level, generate an output notification to initialize a repair procedure for the vehicle electrical component.
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