Analysis system

• US 9,200,980 B2
• Filed: 07/16/2014
• Issued: 12/01/2015
• Est. Priority Date: 12/22/2008
• Status: Active Grant

• Current Assignee: S.P.M. Instrument AB
• Original Assignee: S.P.M. Instrument AB
• Inventors: Hedin, Lars-Olov Elis
• Primary Examiner(s): Huynh, Phuong
• Application Number:
  US14/332,598
• Publication Number:
  US 20140372079A1
• Time in Patent Office: 503 Days
• Field of Search: 702104-107, 702/145, 702183-188
• US Class Current: 1/1
• CPC Class Codes: G01H 1/003 of rotating machines G01H1/10 takes precedence
• CPC Class Codes: G01M 13/028 Acoustic or vibration analysis
• CPC Class Codes: G01M 13/045 Acoustic or vibration analysis
• CPC Class Codes: G01M 99/005 Testing of complete machines, e.g. washing-machines or mobile phones testing of machine parts G01M13/00; testing of electric apparatus or components G01R31/50
• CPC Class Codes: G01M 99/008 by doing functionality tests

Abstract

A method for analyzing the condition of a machine having a rotating shaft, including:

• • generating an analog electric measurement signal (S_EA) dependent on mechanical vibrations emanating from rotation of the shaft;
  • sampling the analog measurement signal at a sampling frequency (f_S) so as to generate a digital measurement data signal (S_MD) response to the received analog measurement data;
  • performing a decimation of the digital measurement data signal (S_MD) so as to achieve a digital signal (S_RED) having a reduced sampling frequency (f_SR1, f_SR2); wherein the decimation includes the step of
  • controlling the reduced sampling frequency (f_SR1, f_SR2) such that the number of sample values per revolution of the shaft (8) is kept at a substantially constant value; and
  • performing a condition analysis function (F1, F2, Fn) for analyzing the condition of the machine dependent on the digital signal (S_RED) having a reduced sampling frequency (f_SR1, f_SR2).

Claims

1. An apparatus for analysing the condition of a machine having a part rotating with a speed of rotation, comprising:

a first sensor adapted to generate an analogue measurement signal dependent on mechanical vibrations emanating from rotation of said part;

an analogue-to-digital converter for sampling said analogue measurement signal at a sampling frequency so as to generate a digital measurement data signal in response to said analogue measurement signal;

a filter adapted to generate a filtered digital data signal dependent on said digital measurement data signal;

a digital rectifier adapted to generate a rectified signal dependent on said filtered digital data signal;

a first decimator for performing a decimation of the rectified signal so as to achieve a first digital signal having a first reduced sampling frequency;

said first decimator including low pass filtering;

a fractional decimator, said fractional decimator having

a first input for receiving said first digital signal and

a second input for receiving a signal indicative of a relevant variable speed of rotation associated with said rotating part;

a third input for receiving a signal indicative of an output sample rate setting signal;

said fractional decimator being adapted to generate a second digital signal having a second reduced sampling frequency such that the number of sample values per revolution of said rotating part is kept at a substantially constant value;

said fractional decimator generating said second digital signal in response to

said first digital signal,

said signal indicative of a relevant variable speed of rotation; and

said signal indicative of an output sample rate setting signal;

the apparatus further comprising

an evaluator adapted to perform a condition analysis function for analysing the condition of the machine dependent on said second digital signal.

2. The apparatus according to claim 1, further comprising

a digital low pass filter for filtering said rectified signal.

3. The apparatus according to claim 1, wherein

said fractional decimator comprises

a finite impulse response filter having an input for receiving data values of said first digital signal;

and

a memory adapted to receive and store said data values and information indicative of the corresponding speed of rotation; and

a value generator adapted to generate a fractional value;

wherein said finite impulse response filter comprises

a plurality of FIR filter taps having individual filter values.

4. The apparatus according to claim 3, wherein

said fractional decimator is adapted to calculate an individual filter value by means of interpolation.

5. The apparatus according to claim 3, wherein

said fractional decimator is adapted to generate a fractional value dependent on said speed of rotation value;

wherein

said fractional decimator is adapted to associate said data values with a corresponding variable speed of rotation value.

6. The apparatus according to claim 5, wherein

said fractional decimator is arranged to adapt said Finite Impulse Response filter in response to said fractional value.

7. The apparatus according to claim 5, wherein

said fractional decimator includes an adaptable finite impulse response filter;

and wherein

said fractional decimator, during a condition monitoring session, is adapted to automatically adjust the fractional value in response to said speed of rotation value so that said second digital signal comprises a substantially constant number of sample values per revolution of the monitored rotating part when the speed of rotation varies during the condition monitoring session.

8. A method for analyzing a condition of a machine having a part rotating with a variable speed of rotation, the method comprising the steps of:

(I) providing the apparatus of claim 1;

(II) applying the sensor to a measuring point on the machine; and

(III) generating the machine condition from the evaluator;

wherein

the rotating part has a rotational speed of less than 50 revolutions per minute.

9. A method for analyzing a condition of a machine having a part rotating with a variable speed of rotation, the method comprising the steps of:

(I) providing the apparatus of claim 1;

(II) applying the sensor to a measuring point on the machine; and

(III) generating the machine condition from the evaluator;

wherein

the rotating part is part of a gear system, and the machine condition is a condition of the gear system.

10. The method according to claim 9, wherein

the gear system includes a plurality of rotating parts which are rotating at mutually different rotational speed;

and

the sensor is adapted to generate the analogue electric measurement signal so that it includes at least one repetitive signal signature dependent on said mechanical vibrations such that the repetitive signal signature has a repetition frequency which depends on the speed of rotation of a part which is the origin of the repetitive signal signature;

wherein

the step of generating the machine condition includes the step of;

(IIIA) indicating the rotating part from which repetitive signal signature originates;

said indication being generated in dependence on the repetition frequency of the repetitive signal signature.

11. The method according to claim 9, wherein

the gear system includes a plurality of rotating parts which are rotating at mutually different rotational speed;

and

the sensor is adapted to generate the analogue electric measurement signal so that it includes at least one repetitive signal signature dependent on said mechanical vibrations such that the repetitive signal signature has a repetition frequency which depends on the speed of rotation of a part which is the origin of the repetitive signal signature;

wherein

the step of generating the machine condition includes the step of;

(IIIB) indicating a type of deteriorated condition from among a plurality of different types of deteriorated conditions;

said indicating step being performed in dependence on the repetition frequency of the repetitive signal signature.

12. The method according to claim 9, wherein

the gear system includes a plurality of rotating parts which are rotating at mutually different rotational speed;

and

the sensor is adapted to generate the analogue electric measurement signal so that it includes at least one repetitive signal signature dependent on said mechanical vibrations such that the repetitive signal signature has a repetition frequency which depends on the speed of rotation of a part which is the origin of the repetitive signal signature;

wherein

the step of generating the machine condition includes the step of;

detecting the repetition frequency of the repetitive signal signature; and

indicating a type of deteriorated condition in dependence on the detected repetition frequency;

wherein

the repetitive signal signature is indicative of at least one deteriorated condition selected from a group comprising;

a Bearing Inner Race damage, a Bearing Outer Race damage, and a teeth engagement error.

13. An apparatus for analysing the condition of a machine having a part rotating with a speed of rotation, comprising:

a first sensor adapted to generate an analogue measurement signal dependent on mechanical vibrations emanating from rotation of said part;

an analogue-to-digital converter for sampling said analogue measurement signal at a sampling frequency so as to generate a digital measurement data signal in response to said analogue measurement signal;

a digital rectifier adapted to generate a digitally rectified signal dependent on said digital measurement data signal;

an input for receiving a value indicative of a speed of rotation of said rotating part;

a fractional decimator adapted to perform a decimation of the digital measurement data signal so as to generate a decimated digital signal having a reduced sampling frequency;

said fractional decimator including low pass filtering; and

said fractional decimator being adapted to control the reduced sampling frequency in dependence of the value indicative of a speed of rotation such that the number of sample values per revolution of said rotating part is kept at a substantially constant value in said decimated digital signal;

an evaluator adapted to perform a condition analysis function for analysing the condition of the machine dependent on said decimated digital signal.

14. The apparatus according to claim 13, further comprising

a digital low pass filter for filtering said rectified signal.

15. The apparatus according to claim 13, wherein

said fractional decimator includes a fractional decimator memory adapted to receive and store a plurality of sample values of said digital measurement data signal as well as information indicative of a corresponding speed of rotation of the monitored rotating part;

the fractional decimator being adapted to store a data value so that it is associated with a value indicative of a speed of rotation of the monitored rotating part.

16. The apparatus according to claim 13, wherein

said fractional decimator includes a fractional decimator memory adapted to store a plurality of sample values of said digital measurement data signal so that each plurality of sample values is associated with a value indicative of a speed of rotation of the monitored shaft.

17. The apparatus according to claim 16, wherein

said fractional decimator includes a fractional value generator for generating a fractional value;

the fractional value generator being adapted to automatically adjust the fractional value in response to the speed of rotation of the rotating part.

18. The apparatus according to claim 17, wherein

said fractional decimator includes

a Finite Impulse Response filter having a low pass cut off frequency;

and

a filter parameter generator.

19. The apparatus according to claim 18, wherein

said Finite Impulse Response filter is adapted to receive, from said fractional decimator memory, a selected plurality of sample values and an associated specific fractional decimation value;

and wherein

the filter parameter generator is adapted to generate filter settings suitable for the associated specific fractional decimation value; and

wherein

said Finite Impulse Response filter is adapted to generate a block of output values in response to the selected plurality of sample values and the associated fractional decimation value.

20. The apparatus according to claim 18, wherein

said finite impulse response filter comprises a plurality of finite impulse response filter taps having individual filter values.

21. The apparatus according to claim 18, wherein

said filter parameter generator is adapted to calculate an individual filter value by means of interpolation.

22. The apparatus according to claim 19, wherein

said fractional decimator, during a condition monitoring session, is adapted to automatically adjust the fractional value in response to said speed of rotation value so that said decimated digital signal comprises a substantially constant number of sample values per revolution of the monitored rotating part when the speed of rotation varies during the condition monitoring session.

23. The apparatus according to claim 19, wherein

said evaluator is adapted to perform a condition analysis function for detection of whether the condition of the machine is normal or somewhat deteriorated or abnormal.

24. The apparatus according to claim 19, wherein

said evaluator is adapted to perform a condition analysis function making it possible to establish the nature of, and/or cause for, an abnormal machine condition.

25. The apparatus according to claim 19, wherein

said condition analysis function includes a Fast Fourier Transform of said second digital signal.

26. The apparatus according to claim 19, wherein

said first sensor is a shock pulse sensor.

27. The apparatus according to claim 19, wherein

said first sensor is a vibration sensor having a substantially linear response in a frequency range up to around 10 kHz.

28. A method for analyzing a condition of a machine having a part rotating with a variable speed of rotation, the method comprising the steps of:

(I) providing the apparatus of claim 19;

(II) applying the sensor to a measuring point on the machine; and

(III) generating the machine condition from the evaluator;

wherein

the rotating part has a rotational speed of less than 50 revolutions per minute.

29. A method for analyzing a condition of a machine having a part rotating with a variable speed of rotation, the method comprising the steps of:

(I) providing the apparatus of claim 19;

(II) applying the sensor to a measuring point on the machine; and

(III) generating the machine condition from the evaluator;

wherein

the rotating part is part of a gear system, and the machine condition is a condition of the gear system.

30. The apparatus according to claim 13, wherein

said evaluator is adapted to perform a condition analysis function for detection of whether the condition of the machine is normal or somewhat deteriorated or abnormal.

31. The apparatus according to claim 13, wherein

said evaluator is adapted to perform a condition analysis function making it possible to establish the nature of, and/or cause for, an abnormal machine condition.

32. The apparatus according to claim 13, wherein

said condition analysis function includes a Fast Fourier Transform of said second digital signal.

33. The apparatus according to claim 13, wherein

said first sensor is a shock pulse sensor.

34. The apparatus according to claim 13, wherein

said first sensor is a vibration sensor having a substantially linear response in a frequency range up to around 10 kHz.