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Crowdsourced failure mode prediction

  • US 10,482,689 B2
  • Filed: 12/31/2016
  • Issued: 11/19/2019
  • Est. Priority Date: 12/31/2016
  • Status: Active Grant
First Claim
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1. A fleet health monitoring server, comprising:

  • a network interface configured to communicatively couple the apparatus to a sensor network of mechanical or acoustic sensors attached to vehicles of a fleet of similar vehicles;

    a data store comprising a sensor input profile for vehicles of the fleet, the input profile comprising an aggregation of crowd-sourced sensor inputs into a normal behavior model of the mechanical or acoustic sensors of the sensor network; and

    one or more logic elements comprising a data aggregator engine to;

    receive an input from a mechanical or acoustic sensor of the sensor network; and

    incorporate the input into an input profile associated with the vehicles of the fleet.

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