Systems, methods, and media for detecting abnormalities in equipment that emit ultrasonic energy into a solid medium during failure
Systems, methods, and media for detecting abnormalities in equipment that emit ultrasonic energy into a solid medium during failure are provided. In some embodiments, devices for monitoring a piece of equipment are provided, the devices comprising: a piezo microphone having a signal output; a mechanical structure acoustically coupling the piezo microphone to the piece of equipment; a hardware processor configured to: receive intensity signals based on the signal output of the piezo microphone; perform a fast Fourier transform on the received intensity signals to produce a set of output band values for each of a plurality of frequency bands; average at least some of the output band values to produce an average value; and calculate a sum of at least some of the output band values; and a transceiver that transmits the sum to a remote device.
1. A device for monitoring a piece of equipment, comprising:
a hardware processor configured to:
receive intensity signals based on the signal output of a sensor;
perform a fast Fourier transform on the received intensity signals to produce a set of output band values for each of a plurality of frequency bands;
filter-out first output band values of the set of output band values corresponding to frequency bands less than 19 kHz;
average at least some of the output band values to produce an average value; and
calculate a sum of at least some of the output band values.
2. The device of claim 1 , further comprising:
an amplifier having an input coupled to the signal output of the sensor and having an output.
3. The device of claim 2 , further comprising:
an analog-to-digital converter (ADC) having an input coupled to the output of the amplifier and having an output that produces the intensity signals.
4. The device of claim 3 , wherein the ADC and the hardware processor are integrated into a single component.
5. The device of claim 1 , wherein the hardware processor is configured to also filter-out second output band values of the set of output band values corresponding to frequencies bands above 51 kHz before averaging the at least some of the output band values to produce the average value.
6. The device of claim 1 , wherein the hardware processor is configured to exclude output band values less than twice the average value from the sum of at least some of the output band values.
7. The device of claim 1 , further comprising a device body that houses the sensor, a hardware processor, and the transceiver.
8. The device of claim 1 , wherein a portion of the device body forms at least a part of the mechanical structure that acoustically couples the sensor to the piece of equipment.
9. The device of claim 1 , wherein the hardware processor is further configured to receive configuration settings from the remote device.
10. A method for monitoring a piece of equipment, comprising:
receiving intensity signals based on the signal output of a sensor;
performing a fast Fourier transform on the received intensity signals to produce a set of output band values for each of a plurality of frequency bands using a hardware processor;
filtering-out first output band values of the set of output band values corresponding to frequency bands less than 19 kHz;
averaging at least some of the output band values to produce an average value; and
calculating a sum of at least some of the output band values.
11. The method of claim 10 , further comprising filtering-out second output band values of the set of output band values corresponding to frequencies bands above 51 kHz before averaging the at least some of the output band values to produce the average value.
12. The method of claim 10 , further comprising excluding output band values less than twice the average value from the sum of at least some of the output band values.
13. The method of claim 10 , further comprising receiving configuration settings from the remote device.
14. A non-transitory computer readable medium containing computer executable instructions that, when executed by a processor, cause the processor to perform a method for monitoring a piece of equipment, the method comprising:
receiving intensity signals based on the signal output of a sensor;
performing a fast Fourier transform on the received intensity signals to produce a set of output band values for each of a plurality of frequency bands;
filtering-out first output band values of the set of output band values corresponding to frequency bands less than 19 kHz;
averaging at least some of the output band values to produce an average value; and
calculating a sum of at least some of the output band values.
15. The non-transitory computer readable medium of claim 14 , wherein the method further comprises filtering-out second output band values of the set of output band values corresponding to frequencies bands above 51 kHz before averaging the at least some of the output band values to produce the average value.
16. The non-transitory computer readable medium of claim 14 , wherein the method further comprises excluding output band values less than twice the average value from the sum of at least some of the output band values.
17. The non-transitory computer readable medium of claim 14 , wherein the method further comprises receiving configuration settings from the remote device.