Audio sensor based vehicle fault diagnostics system
Disclosed herein is a system for diagnosing faults in a vehicle using multiple audio sensors. The audio sensors are placed in predetermined locations within the vehicle. The audio sensors continually detect sound signals being originated from components of the vehicle. The audio sensors process detected sound signals to remove unwanted noise from the detected sound signals. The audio sensors compare processed sounds signals with reference sound signals to identify one or more faulty components. Each reference sound signal is associated with a particular fault. The audio sensors transmit information associated with the one or more faulty components to an analyst computer. An interactive graphical user interface of the analyst computer may present the information to an analyst.
1. A system comprising:
one or more sensors, each sensor positioned in association with one of a plurality of components on a vehicle operated by a user, the one or more sensors configured to:
sense a sound signal from a component of the plurality of components; and
one or more processors communicatively coupled to the one or more sensors and configured to:
compare a portion of the sound signal with a set of known sound signals, the set of known sound signals comprising a first subset of known sound signals and a second subset of known sound signals, the first subset of known sound signals corresponding to one or more faults associated with at least one of the plurality of components, and the second subset of known sound signals corresponding to operational sounds associated with the plurality of components;
when the portion of the sound signal matches a first known sound signal of the first subset of known sound signals:
identify a fault associated with the first known sound signal and display the fault on a graphical user interface of an electronic device of the user;
compare a risk score corresponding to the fault associated with the first known sound signal to a threshold; and
upon determining that the risk score corresponding to the fault associated with the first known sound signal exceeds the threshold, display, on the graphical user interface of the electronic device of the user, at least one service center identified based on a location of the vehicle and the fault; and
when the portion of the sound signal does not match any of the set of known sound signals, generate and transmit an electronic message to the electronic device, the electronic message indicating an anomaly in at least one of the plurality of components based on detection of the sound signal.
2. The system according to claim 1 , wherein the one or more sensors are further configured to transmit the fault associated with the sound signal to an analyst computer or the one or more processors.
3. The system according to claim 1 , wherein the one or more sensors are further configured to generate and transmit a recording of the sound signal to an analyst computer or the one or more processors.
4. The system according to claim 1 , wherein each sensor comprises a sensor processor, a sensor memory, and a microphone.
5. The system according to claim 4 , wherein the sensor memory is configured to store a relationship between the first subset of known sound signals and the one or more faults associated with the at least one of the plurality of components.
6. The system according to claim 4 , wherein the microphone is configured to detect a presence of the sound signal originating from the component.
7. A method comprising:
sensing, by a sensor positioned in association with one of a plurality of components on a vehicle operated by a user, a sound signal from a component of the plurality of components;
comparing, by a processor in communication with the sensor, a portion of the sound signal with a set of known sound signals, the set of known sound signals comprising a first subset of known sound signals and a second subset of known sound signals, the first subset of known sound signals correspond to one or more faults associated with at least one of the plurality of components, and the second subset of known sound signals correspond to operational sounds associated with the plurality of components;
when the portion of the sound signal matches a first known sound signal of the first subset of known sound signals:
identifying, by the processor, a fault associated with the first known sound signal and display the fault on a graphical user interface of an electronic device of the user;
comparing, by the processor, a risk score corresponding to the fault associated with the first known sound signal to a threshold; and
upon determining that the risk score corresponding to the fault associated with the first known sound signal exceeds the threshold, displaying, by the processor, on the graphical user interface of the electronic device of the user, at least one service center identified based on a location of the vehicle and the fault; and
when the portion of the sound signal does not match any of the set of known sound signals, generating and transmitting, by the processor, an electronic message to the electronic device, the electronic message indicating an anomaly in at least one of the plurality of components based on detection of the sound signal.
8. The method according to claim 7 , transmitting, by the sensor, the fault associated with the sound signal to an analyst computer or the processor.
9. The method according to claim 7 , generating and transmitting, by the sensor, a recording of the sound signal to an analyst computer or the processor.
10. The method according to claim 7 , wherein each sensor comprises a sensor processor, a sensor memory, and a microphone.
11. The method according to claim 10 , wherein the sensor memory is configured to store a relationship between the first subset of known sound signals and the one or more faults associated with the at least one of the plurality of components.
12. The method according to claim 10 , wherein the microphone or the sensor processor is configured to detect a presence of the sound signal originating from the component.
13. A method comprising:
identifying, by one or more sensors in a vehicle, one or more known sound signals from one or more types of sound signals generated by a plurality of components of the vehicle, wherein the one or more known sound signals correspond to one or more first faults associated with at least one of the plurality of components;
recording, by the one or more sensors, one or more unknown sound signals from the one or more types of sound signals to generate sensor data; and
transmitting, by the one or more sensors, the sensor data to a server, wherein the server processes the sensor data to:
identify one or more second faults associated with at least one of the plurality of components;
identify at least one service center associated with a location of the vehicle and the one or more second faults;
compare a risk score corresponding to the one or more second faults to a threshold; and
upon determining that the risk score corresponding to the one or more second faults exceeds the threshold, display, on a graphical user interface of an electronic device of a user, the at least one service center.
14. The method according to claim 13 , further comprising receiving, by an analyst computer, information associated with the one or more second faults from the server, wherein the one or more second faults are presented on a user interface of the analyst computer.
15. The method according to claim 13 , further comprising receiving, by an analyst computer, the one or more first faults from the one or more sensors, and wherein the one or more first faults are presented on a user interface of the analyst computer.
16. The method according to claim 13 , further comprising generating and transmitting, by the one or more sensors, an alert regarding a presence of the one or more unknown sound signals to the server.
17. The method according to claim 13 , wherein each sensor comprises a sensor processor, a sensor memory, and a microphone.
18. The method according to claim 17 , wherein the sensor memory is configured to store a relationship between a plurality of different types of known sound signals and a plurality of first faults.
19. The method according to claim 17 , wherein the sensor processor is configured to filter a recording of the one or more unknown sound signals to generate the sensor data.
20. The method according to claim 19 , wherein the sensor processor is configured to store the recording of the one or more unknown sound signals in the sensor memory.