Systems and methods for predictive maintenance using onboard analytics

An onboard device of a vehicle, the onboard device comprising:

• a memory configured to store instructions;
• and
• a processor configured to execute the instructions to perform a method comprising:
• receiving component data related to a component of the vehicle during an operation of the vehicle;
• determining that the component data satisfies a first threshold during the operation of the vehicle;
• generating a condition indicator that indicates that the component data satisfies the first threshold, based on determining that the component data satisfies the first threshold during the operation of the vehicle;
• and
• transmitting the condition indicator to a remote server via a network during the operation of the vehicle,
• wherein the remote server is configured to determine whether a number of condition indicators, including the condition indicator, received from the onboard device of the vehicle satisfies a second threshold, and selectively generate an alert associated with the component of the vehicle based on determining whether the number of condition indicators received.

A non-transitory computer-readable medium configured to store instructions that, when executed by a processor of an onboard device of a vehicle, cause the processor to perform a method comprising:

• receiving component data related to a component of the vehicle during an operation of the vehicle;
• determining that the component data satisfies a first threshold during the operation of the vehicle;
• generating a condition indicator that indicates that the component data satisfies the first threshold, based on determining that the component data satisfies the first threshold during the operation of the vehicle;
• and
• transmitting the condition indicator to a remote server via a network during the operation of the vehicle,
• wherein the remote server is configured to determine whether a number of condition indicators, including the condition indicator, received from the onboard device of the vehicle satisfies a second threshold, and selectively generate an alert associated with the component of the vehicle based on determining whether the number of condition indicators received.