System and method for monitoring the condition of a drive train

• US 7,912,659 B2
• Filed: 06/28/2004
• Issued: 03/22/2011
• Est. Priority Date: 06/28/2004
• Status: Active Grant

• Current Assignee: GE Infrastructure Technology, LLC (General Electric Company)
• Original Assignee: General Electric Company
• Inventors: Luo, Huageng
• Primary Examiner(s): Nghiem; Michael P
• Application Number:
  US10/878,072
• Publication Number:
  US 20050284225A1
• Time in Patent Office: 2,458 Days
• Field of Search: 702/35, 702/36, 702/44, 702/54, 702/56, 702 75- 77, 702/141, 702/142, 702/182, 702183-185, 735/93, 736/59, 736/60
• US Class Current: 702/56
• CPC Class Codes: F03D 15/00 Transmission of mechanical power
• CPC Class Codes: F03D 15/10 using gearing not limited to rotary motion, e.g. with oscillating or reciprocating members
• CPC Class Codes: F03D 17/00 Monitoring or testing of wind motors, e.g. diagnostics testing during commissioning of wind motors F03D13/30
• CPC Class Codes: F03D 80/70 Bearing or lubricating arrangements
• CPC Class Codes: F03D 9/25 the apparatus being an electrical generator F03D9/22 takes precedence
• CPC Class Codes: F05B 2260/80 Diagnostics
• CPC Class Codes: F16H 2057/012 of gearings
• CPC Class Codes: F16H 57/01 Monitoring wear or stress of gearing elements, e.g. for triggering maintenance
• CPC Class Codes: G01M 13/028 Acoustic or vibration analysis
• CPC Class Codes: G01M 13/045 Acoustic or vibration analysis
• CPC Class Codes: Y02B 10/30 Wind power
• CPC Class Codes: Y02E 10/72 Wind turbines with rotation axis in wind direction

Abstract

A gearbox condition monitoring system includes at least one vibration sensor located on a gearbox casing. A processing unit is coupled to the vibration sensor and is configured to receive signals representative of the detected vibrations from the vibration sensor. The processing unit may be operable to process the signals representative of detected vibrations of gears and bearings and to compute at least one dynamic energy index or location of fault.

Claims

1. A gearbox monitoring system, comprising:

at least one vibration sensor coupleable to a gearbox housing a plurality of gear sets, wherein the at least one vibration sensor is operable to generate a signal representative of gearbox vibration; and

a processing unit operable to identify a specific gear set within the plurality of gear sets as a location of a fault based on frequency and a summation of squares of amplitude of the signal representative of vibration;

wherein the processing unit is programmed to establish a plurality of dynamic energy indexes, each dynamic energy index corresponding to a vibration energy in a frequency band;

wherein the summation of squares of the amplitude of the signal representative of vibration is computed over a defined frequency band;

a power sensor operable to provide a signal representative of output power of a generator coupled to the gearbox, to the processing unit to enable the processing unit to normalize the plurality of dynamic energy indexes based on the generator output power.

2. The system as recited in claim 1, wherein each dynamic energy index is based on the summation of squares of the amplitude of the signal representative of gearbox vibration for the frequency band corresponding to each dynamic energy index.

3. The system as recited in claim 1, wherein the processing unit is operable to identify the specific gear set within the plurality of gear sets as the location of a fault by identifying when each normalized dynamic energy index exceeds a defined value.

4. The system of claim 3, further comprising a speed sensor coupled to the processing unit and operable to provide a signal representative of speed of an output shaft coupled to the generator.

5. The system as recited in claim 3, further comprising an alarm, wherein the processing unit provides a signal to the alarm when a normalized dynamic energy index exceeds the defined value.

6. A gearbox monitoring system, comprising:

at least one vibration sensor coupleable to a system comprising a gear assembly having at least one gear set, wherein the at least one vibration sensor is operable to generate a signal representative of gear vibration; and

a processing unit coupled to the at least one vibration sensor, wherein the processing unit is operable to establish a dynamic energy index over a defined frequency band of the gear vibrations and the processing unit is operable to produce a signal when the dynamic energy index exceeds a reference value;

wherein the gear assembly comprises a plurality of gear sets, and wherein the processing unit is operable to establish a plurality of dynamic energy indexes, each dynamic energy index corresponding to a specific frequency band of the gear vibrations;

wherein each specific frequency band of the gear vibrations corresponds to a range of vibrations produced by a specific gear set in the plurality of gear sets;

a power sensor operable to provide a signal representative of output power of a generator coupled to a gearbox of the gear assembly, to the processing unit to enable the processing unit to normalize the plurality of dynamic energy indexes based on the generator output power.

7. The system as recited in claim 6, wherein the processing unit is operable to identify a specific gear set in the plurality of gear sets as producing an abnormal vibration when each dynamic energy index corresponding to the specific gear set exceeds a reference value.

8. The system as recited in claim 6, comprising a plurality of vibration sensors disposed at various locations on the gear assembly and coupled to the processing unit.

9. The system as recited in claim 6, wherein each dynamic energy index is based on a summation of squares of amplitude of the signal representative of gear vibration for the frequency band corresponding to each dynamic energy index.

10. A system, comprising:

a plurality of gear sets;

a plurality of bearings operable to support the plurality of gear sets;

at least one vibration sensor operable to provide a signal representative of vibration of at least one or more of the plurality of gear sets; and

a processing unit coupled to the at least one vibration sensor, wherein the processing unit is operable to establish a plurality of dynamic energy indexes of the signal representative of vibration of the at least one or more of the plurality of gear sets, each of the plurality of dynamic energy indexes corresponding to a specific frequency band of vibrations;

wherein each dynamic energy index comprises a summation of the squares of the amplitude of vibrations over the specific frequency band of vibrations corresponding to each dynamic energy index;

wherein the processing unit is operable to identify a specific gear set within the plurality of gear sets as a location of a fault based on the plurality of dynamic energy indexes;

a power sensor coupled to the processing unit and operable to provide a signal representative of output power of a generator drivingly coupled to the plurality of gear sets, wherein the processing unit is operable to normalize the plurality of dynamic energy indexes based on the output power of the generator drivingly coupled to the plurality of gear sets.

11. The system as recited in claim 10, wherein the processing unit is operable to perform a fast fourier transform of the signal representative of vibration of the at least one or more of the plurality of gear sets.

12. The system as recited in claim 11, further comprising an alarm, wherein the processing unit provides a signal to the alarm unit to alarm when a normalized dynamic energy index exceeds the reference value representative of a vibration limit.

13. The system as recited in claim 10, wherein the processing unit is operable to compare each of the plurality of normalized dynamic energy indexes to a reference value representative of a vibration limit.

14. The system of claim 10, further comprising a speed sensor coupled to the processing unit and operable to provide a signal representative of speed of an output shaft coupled to the generator.

15. The system as recited in claim 10, wherein the system comprises a gearbox having the gear assembly.

16. A wind turbine comprising:

a rotor;

a generator operable to generate power;

a gear assembly comprising a plurality of gear sets and plurality of bearings to support the gear sets provided between the rotor and the generator; and

a gear assembly monitoring system comprising;

at least one vibration sensor operable to provide a signal representative of vibrations of the gear assembly; and

a processing unit coupled to the at least one sensor;

wherein the processing unit is operable to establish a plurality of dynamic energy indexes of the signal representative of vibrations of the gear assembly, each of the plurality of dynamic energy indexes corresponding to the vibration energy in a frequency band;

wherein each dynamic energy index comprises a summation of the squares of the amplitude of vibrations over the specific frequency band of vibrations corresponding to each dynamic energy index;

wherein the processing unit is operable to identify a specific gear set within the plurality of the gear sets as a location of a fault based on the plurality of dynamic energy indexes;

a power sensor coupled to the processing unit and operable to provide a signal representative of output power of the generator drivingly coupled to the plurality of gear sets, wherein the processing unit is operable to normalize the plurality of dynamic energy indexes based on the output power of the generator drivingly coupled to the plurality of gear sets.

17. The wind turbine of claim 16, wherein the gear assembly monitoring system further comprises a speed sensor coupled to the processing unit and operable to provide a signal representative of speed of an output shaft coupled to the generator.

18. The wind turbine of claim 16, wherein the processing unit is operable to perform a fast fourier transform of the signal representative of vibration of the gear assembly.

19. The wind turbine of claim 16, wherein the processing unit is operable to compare each of the plurality of normalized dynamic energy indexes to a reference value representative of a vibration limit.

20. The wind turbine of claim 18, wherein the gear assembly monitoring system further comprises an alarm, wherein the processing unit provides a signal to the alarm unit to alarm when a normalized dynamic energy index exceeds the reference value representative of a vibration limit.

21. The wind turbine of claim 16, wherein the gear assembly comprises a gearbox provided between the rotor and the generator.

22. A method of identifying an abnormal vibration in a gear system, comprising:

detecting gear vibrations with at least one vibration sensor operable to generate a signal representative of the detected gear vibrations;

processing the signal representative of the detected vibrations of gears and bearings to compute at least one energy index;

normalizing the at least one energy index;

wherein normalizing comprises normalizing the at least one energy index is based on output power of a generator coupled to the gear system;

comparing the at least one normalized energy index to a reference value to establish if gear vibrations are normal or abnormal; and

outputting an alarm to a user if the gear vibrations are abnormal;

wherein processing the signal comprises computing the at least one energy index by a summation of the squares of the amplitude of the gear vibrations within a defined frequency band.

23. The method of claim 22, further comprising monitoring speed of an output shaft coupled to the generator.

24. The method as recited in claim 22, wherein processing the signal further comprises computing a plurality of energy indexes, each energy index corresponding to an exclusive frequency band.

25. The method as recited in claim 24, further comprising comparing the at least one normalized energy index to a reference value to establish if gear vibrations are normal or abnormal.

26. The method as recited in claim 22, further comprising generating a warning signal when the at least one normalized energy index exceeds the reference value.

27. The method of claim 22, wherein each energy index comprises a dynamic energy index.

28. A non-transitory computer-readable medium having a computer program to enable a processor-based device to monitor the operating condition of a gear system, the computer program comprising:

programming instructions stored in the non-transitory computer-readable medium, wherein the programming instructions enable the processor-based device to compute a dynamic energy index for each of a plurality of frequency bands of a signal representative of vibrations produced by the gear system;

programming instructions stored in the non-transitory computer-readable medium that enable the processor-based device to identify a specific gear set in the gear system that is producing an abnormal vibration based on the plurality of dynamic energy indexes;

each dynamic energy index corresponding to a specific frequency band of the gear vibrations;

wherein each specific frequency band of the gear vibrations corresponds to a range of vibrations produced by a specific gear set in the plurality of gear sets; and

programming instructions stored in the non-transitory computer-readable medium;

wherein the programming instructions generate a warning to a user when the abnormal vibration is identified in the gear system;

programming instructions stored in the non-transitory computer-readable medium, wherein the programming instructions enable a power sensor operable to provide a signal representative of output power of a generator coupled to the gearbox, to the processor-based device to enable the processor-based device to normalize the plurality of dynamic energy indexes based on the generator output power;

wherein each dynamic energy index is based on a summation of squares of amplitude of the signal representative of gear system vibration for a frequency band corresponding to each dynamic energy index.