Systems and methods for predictive maintenance using onboard analytics

1 . A method comprising:

receiving, by an onboard device of a vehicle, component data related to a component of the vehicle during an operation of the vehicle;

identifying, by the onboard device of the vehicle, functioning of the component during the operation of the vehicle;

selecting, by the onboard device of the vehicle, a first threshold based on the functioning of the component during the operation of the vehicle;

determining, by the onboard device of the vehicle, that the component data satisfies the first threshold during the operation of the vehicle;

generating, by the onboard device of the vehicle, 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, by the onboard device of the vehicle, 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 from the onboard device of the vehicle satisfies the second threshold, and

wherein the remote server is further configured to perform one or more actions based on determining that the number of received condition indicators satisfies the second threshold, wherein the one or more actions comprise at least one of: disabling a system associated with the component, providing instruction to another component of the vehicle, or adjusting settings of another component of the vehicle.

2 . The method of claim 1 , further comprising:

determining that the component data satisfies the first threshold a predetermined number of times,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the component data satisfies the first threshold the predetermined number of times.

3 . The method of claim 1 , further comprising:

determining that the component data satisfies the first threshold a predetermined number of times in a predetermined time frame,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the component data satisfies the first threshold the predetermined number of times in the predetermined time frame.

4 . The method of claim 1 , further comprising:

determining that a predetermined number of components are associated with respective component data that satisfy respective first thresholds,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the predetermined number of components are associated with the respective component data that satisfy the respective first thresholds.

5 . The method of claim 1 , further comprising:

generating a timestamp associated with the component data,

wherein the transmitting comprises transmitting the timestamp along with the condition indicator.

6 . The method of claim 1 , wherein the first threshold or the second threshold is indicative of a potential failure of the component, is indicative of a need for maintenance of the component, is indicative of an anomaly associated with the component, is indicative of a need for replacement of the component, is indicative of non-compliance with a standard, or is indicative of a non-efficient component.

7 . The method of claim 1 , further comprising:

determining a phase of the operation of the vehicle based on the component data; and

determining the first threshold, based on the phase of the operation of the vehicle.

8 . 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;

identifying functioning of the component during the operation of the vehicle;

selecting a first threshold based on the functioning of the component during the operation of the vehicle;

determining that the component data satisfies the 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, and

wherein the remote server is further configured to perform one or more actions based on determining that the number of received condition indicators satisfies the second threshold, wherein the one or more actions comprise at least one of: disabling a system associated with the component, providing instruction to another component of the vehicle, or adjusting settings of another component of the vehicle.

9 . The onboard device of claim 8 , wherein the method further comprises:

determining that the component data satisfies the first threshold a predetermined number of times,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the component data satisfies the first threshold the predetermined number of times.

10 . The onboard device of claim 8 , wherein the method further comprises:

determining that the component data satisfies the first threshold a predetermined number of times in a predetermined time frame,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the component data satisfies the first threshold the predetermined number of times in the predetermined time frame.

11 . The onboard device of claim 8 , wherein the method further comprises:

determining that a predetermined number of components are associated with respective component data that satisfy respective first thresholds,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the predetermined number of components are associated with the respective component data that satisfy the respective first thresholds.

12 . The onboard device of claim 8 , wherein the method further comprises:

generating a timestamp associated with the component data,

wherein the transmitting comprises transmitting the timestamp along with the condition indicator.

13 . The onboard device of claim 8 , wherein the first threshold or the second threshold is indicative of a potential failure of the component, is indicative of a need for maintenance of the component, is indicative of an anomaly associated with the component, is indicative of a need for replacement of the component, is indicative of non-compliance with a standard, or is indicative of a non-efficient component.

14 . The onboard device of claim 8 , wherein the method further comprises:

determining a phase of the operation of the vehicle based on the component data; and

determining the first threshold, based on the phase of the operation of the vehicle.

15 . 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;

identifying functioning of the component during the operation of the vehicle;

selecting a first threshold based on the functioning of the component during the operation of the vehicle;

determining that the component data satisfies the 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, and

wherein the remote server is further configured to perform one or more actions based on determining that the number of received condition indicators satisfies the second threshold, wherein the one or more actions comprise at least one of: disabling a system associated with the component, providing instruction to another component of the vehicle, or adjusting settings of another component of the vehicle.

16 . The non-transitory computer-readable medium of claim 15 , wherein the method further comprises:

determining that the component data satisfies the first threshold a predetermined number of times,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the component data satisfies the first threshold the predetermined number of times.

17 . The non-transitory computer-readable medium of claim 15 , wherein the method further comprises:

determining that the component data satisfies the first threshold a predetermined number of times in a predetermined time frame,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the component data satisfies the first threshold the predetermined number of times in the predetermined time frame.

18 . The non-transitory computer-readable medium of claim 15 , wherein the method further comprises:

determining that a predetermined number of components are associated with respective component data that satisfy respective first thresholds,

wherein the generating the condition indicator includes generating the condition indicator, based on determining that the predetermined number of components are associated with the respective component data that satisfy the respective first thresholds.

19 . The non-transitory computer-readable medium of claim 15 , wherein the method further comprises:

generating a timestamp associated with the component data,

wherein the transmitting comprises transmitting the timestamp along with the condition indicator.

20 . The non-transitory computer-readable medium of claim 15 , wherein the first threshold or the second threshold is indicative of a potential failure of the component, is indicative of a need for maintenance of the component, is indicative of an anomaly associated with the component, is indicative of a need for replacement of the component, is indicative of non-compliance with a standard, or is indicative of a non-efficient component.