Bearing fault detection for surface pumping units

1. A method for operating a rod pumping unit for a wellbore, comprising:

measuring, in the time domain, vibration data of a moving component of the rod pumping unit using at least one sensor coupled to a housing for the moving component and disposed adjacent to the moving component;

converting the vibration data in the time domain to vibration data in the frequency domain;

determining that:

at least one frequency component of the frequency-domain vibration data in a first frequency band has a power above a first threshold; or

a number of frequency components of the frequency-domain vibration data in a second frequency band having power above a second threshold is above a third threshold; and

outputting an indication based on the determination causing the rod pumping unit to take a course of action to prevent further damage to the rod pumping unit.

2. The method of claim 1 , wherein the second frequency band comprises higher frequencies relative to frequencies in the first frequency band.

3. The method of claim 2 , wherein the second frequency band has frequencies greater than about 6 Hz and wherein the first frequency band has frequencies less than about 6 Hz.

4. The method of claim 1 , wherein:

the determination determines that the number of frequency components in the second frequency band having power above the second threshold is above the third threshold; and

the method further comprises causing the rod pumping unit to cease pumping based on the determination.

5. The method of claim 1 , further comprising adjusting at least one of the first threshold or a width of the first frequency band, wherein the adjusting is based on at least one of a type of the moving component, dimensions of the moving component, or dimensions of the housing.

6. The method of claim 1 , further comprising adjusting at least one of the second threshold, the third threshold, or a width of the second frequency band.

7. The method of claim 1 , wherein the converting comprises using a fast Fourier transform (FFT).

8. The method of claim 1 , wherein the at least one sensor comprises at least one accelerometer and wherein the first threshold represents a g-force value.

9. The method of claim 1 , wherein outputting the indication comprises at least one of displaying a visual indication or sounding an audible indication for an operator of the rod pumping unit.

10. The method of claim 1 , wherein:

the moving component comprises a bearing;

the determination that the at least one frequency component in the first frequency band has a power above the first threshold indicates an onset of excessive wear or mechanical damage to the bearing; and

the determination that the number of frequency components in the second frequency band is above the third threshold indicates impending failure of the bearing.

11. The method of claim 1 , further comprising:

periodically powering on the at least one sensor to perform at least the measuring; and

periodically powering down the at least one sensor after the at least the measuring.

12. The method of claim 1 , further comprising wirelessly transmitting at least one of the time-domain or the frequency-domain vibration data to a processing system.

13. The method of claim 1 , wherein the housing comprises at least one of a wrist pin housing, a saddle bearing housing, a tail bearing housing, or a gearbox housing.

14. The method of claim 1 , wherein at least the measuring, the converting, and the determining are performed by a sensor module coupled to a cap attached to the housing.

15. An apparatus for monitoring a moving component of a rod pumping unit for a wellbore, comprising:

at least one sensor configured to measure, in the time domain, vibration data of the moving component, the at least one sensor being coupled to a housing for the moving component and being disposed adjacent to the moving component; and

at least one processor electrically coupled to the sensor and configured to:

convert the vibration data in the time domain to vibration data in the frequency domain;

determine that:

at least one frequency component of the frequency-domain vibration data in a first frequency band has a power above a first threshold; or

a number of frequency components of the frequency-domain vibration data in a second frequency band having power above a second threshold is above a third threshold; and

output an indication based on the determination causing the rod pumping unit to take a course of action to prevent damage or further damage to the rod pumping unit.

16. The apparatus of claim 15 , further comprising another housing containing the at least one sensor and the at least one processor, wherein the other housing is configured to be coupled to the housing for the moving component of the rod pumping unit.

17. The apparatus of claim 15 , further comprising a wireless transmitter configured to wirelessly transmit at least one of the time-domain or the frequency-domain vibration data to a wireless receiver.

18. The apparatus of claim 15 , further comprising sound-dampening material configured to attenuate noise signals measured by the at least one sensor.

19. The apparatus of claim 15 , wherein the at least one sensor comprises at least one accelerometer and wherein the first threshold represents a g-force value.

20. The apparatus of claim 15 , further comprising at least one of a visual indicator or an audible indicator configured to display a visual indication or sound an audible indication for an operator of the rod pumping unit.

21. A non-transitory computer-readable medium for operating a rod pumping unit for a wellbore, comprising instructions executable by one or more processors to:

receive vibration data in the time domain of a moving component of the rod pumping unit from at least one sensor coupled to a housing for the moving component and disposed adjacent to the moving component;

convert the vibration data in the time domain to vibration data in the frequency domain;

determine that:

at least one frequency component of the frequency-domain vibration data in a first frequency band has a power above a first threshold; or

a number of frequency components of the frequency-domain vibration data in a second frequency band having power above a second threshold is above a third threshold; and

output an indication based on the determination causing the rod pumping unit to take a course of action to prevent damage or further damage to the rod pumping unit.