Apparatus and method for analysing the condition of a machine having a rotating part

• US 10,337,957 B2
• Filed: 01/30/2013
• Issued: 07/02/2019
• Est. Priority Date: 01/30/2012
• Status: Active Grant

• Current Assignee: S.P.M. Instrument AB
• Original Assignee: S.P.M. Instrument AB
• Inventors: Hedin, Lars-Olov
• Primary Examiner(s): Marini, Matthew G
• Application Number:
  US14/373,725
• Publication Number:
  US 20150032389A1
• Time in Patent Office: 2,344 Days
• CPC Class Codes: G01H 1/003 of rotating machines G01H1/10 takes precedence
• CPC Class Codes: G01M 13/00 Testing of machine parts
• CPC Class Codes: G01M 13/028 Acoustic or vibration analysis
• CPC Class Codes: G01M 13/045 Acoustic or vibration analysis
• CPC Class Codes: G01P 3/00 Measuring linear or angular speed; Measuring differences of linear or angular speeds G01P5/00 - G01P11/00 take precedence; direction and speed indication G01P13/045; counting mechanisms G06M
• CPC Class Codes: G06F 7/06 Arrangements for sorting, selecting, merging, or comparing data on individual record carriers
• CPC Class Codes: Y02E 10/72 Wind turbines with rotation axis in wind direction

Abstract

An apparatus for analyzing the condition of a machine having a rotating part, includes:

• • a first sensor for generating an analogue electric measurement signal;
  • an analogue-to-digital converter for sampling the analogue electric measurement signal at an initial sampling frequency to generate a digital measurement data signal in response to the received analogue electric measurement signal;
  • a device for generating a position signal having a sequence of position signal values for indicating momentary rotational positions of the rotating part; and
  • a speed value generator for recording a time sequence of the position signal values such that there are angular distances and corresponding durations between at least three consecutive position signals, wherein
    • the speed value generator establishes at least two momentary speed values based on the angular distances and corresponding durations, and
    • further momentary speed values for the rotating part are established by interpolation between the two momentary speed values.

Claims

1. A method for detecting an operating condition of a machine including a bearing associated with a shaft that rotates at a variable speed, the method comprising:

generating, by way of a position sensor applied to the machine, a position signal including position signal values indicative of a rotational position of the shaft;

generating, by way of a vibration sensor applied to the machine, an analogue measurement signal responsive to mechanical vibrations emanating from the bearing during rotation of the shaft, said analogue measurement signal including a first vibration signal component dependent on said mechanical vibration, wherein the first vibration signal component includes a repetition frequency which depends on a speed of rotation of the shaft;

sampling, by way of an analogue-to-digital converter, said analogue measurement signal;

generating, from said sampling, a digital measurement data signal having a first sampling frequency;

enveloping said digital measurement data signal, thereby generating an enveloped digital measurement data signal;

recording a first time sequence of measurement sample values of said enveloped digital measurement data signal in a memory;

recording a second time sequence of at least three consecutive position signal values of said position signal in said memory;

generating a first momentary speed value based on a first recorded position signal value and a second recorded position signal value;

recording the first momentary speed value in said memory so that the first momentary speed value is assigned to a first recorded measurement sample value between the first recorded position signal value and the second recorded position signal value;

generating a second momentary speed value based on the second recorded position signal value and a third recorded position signal value;

recording the second momentary speed value in said memory so that the second momentary speed value is assigned to a second recorded measurement sample value between the second recorded position signal value and the third recorded position signal value;

generating a value indicative of a speed change based on a difference between said second momentary speed value and said first momentary speed value;

generating, by interpolation, a first interpolated speed value indicative of a momentary speed of rotation of said shaft based on;

said first momentary speed value,

said value indicative of the speed change, and

a time value, wherein said time value corresponds to a duration between said first recorded measurement sample value and a third recorded measurement sample value;

wherein the generated first interpolated speed value is indicative of the rotational speed the shaft at a moment of detection of said third recorded measurement sample value;

decimating said first time sequence of recorded measurement sample values based on said first interpolated speed value and based on further interpolates speed values, thereby generating a decimated enveloped digital measurement signal having a reduced sampling frequency;

detecting incipient damage based on said decimated enveloped digital measurement signal; and

outputting an indication of said operating condition based on the detected incipient damage.

2. The method according to claim 1, wherein the value indicative of the speed change corresponds to an acceleration.

3. The method according to claim 1, further comprising:

performing an autocorrelation of the decimated enveloped digital measurement signal having the reduced sampling frequency, thereby obtaining an autocorrelated digital signal having the reduced sampling frequency; and

using the autocorrelated digital signal to detect the incipient damage.

4. The method according to claim 3, wherein autocorrelation comprises a frequency domain autocorrelation.

5. The method according to claim 3, wherein the autocorrelation comprises a time domain autocorrelation.

6. The method according to claim 1, wherein said interpolation is linear interpolation.

7. The method according to claim 1, wherein said interpolation is non-linear interpolation.

8. The method of claim 1, wherein said second time sequence of at least three consecutive position signal values of said position signal are recorded such that each of the recorded three consecutive position signal values is simultaneous with a respective measurement sample value.

9. The method of claim 1, further comprising:

generating, by interpolation, a further interpolated speed value for said first time sequence of recorded measurement sample values; and

associating said first time sequence of recorded measurement sample values with said interpolated speed values.

10. A method for detecting an operating condition of a machine including a bearing associated with a shaft that rotates at a variable speed, the method comprising:

generating, by way of a position sensor applied to the machine, a position signal including position signal values indicative of a rotational position of the shaft;

generating, by way of a vibration sensor applied to the machine, an analogue measurement signal responsive to mechanical vibrations emanating from the bearing during rotation of the shaft, said analogue measurement signal including a first vibration signal component dependent on said mechanical vibration, wherein the first vibration signal component includes a repetition frequency which depends on a speed of rotation of the shaft;

sampling, by way of an analogue-to-digital converter, said analogue measurement signal;

generating, from said sampling, a digital measurement data signal having a first sampling frequency;

enveloping said digital measurement data signal, thereby generating an enveloped digital measurement data signal;

recording a first time sequence of measurement sample values of said enveloped digital measurement data signal in a memory;

generating a first momentary speed value based on a first recorded position signal value and a second recorded position signal value;

recording the first momentary speed value in said memory;

generating a second momentary speed value based on the second recorded position signal value and a third recorded position signal value;

recording the second momentary speed value in said memory;

generating a value indicative of an acceleration based on a difference between said second momentary speed value and said first momentary speed value;

generating, by interpolation, a plurality of interpolated momentary speed values indicative of momentary speeds of rotation based on;

said first momentary speed value,

said value indicative of the acceleration, and

a plurality of time values based on said first sampling frequency;

associating at least one of the plurality of interpolated momentary speed values with at least one of the corresponding recorded first time sequence of measurement sample values;

decimating said first time sequence of recorded measurement sample values based on said association of the at least one of the plurality of interpolated momentary speed values, thereby generating a decimated enveloped digital measurement signal having a reduced sampling frequency;

detecting incipient damage based on said decimated enveloped digital measurement signal; and

outputting an indication of said operating condition based on the detected incipient damage.

11. The method of claim 10, further comprising:

recording a second time sequence of at least three consecutive position signal values of said position signal in said memory such that each of the recorded three consecutive position signal values is simultaneous with a respective measurement sample value.

12. The method of claim 11, wherein the first momentary speed value is recorded so that the first momentary speed value is assigned to a first recorded measurement sample value between the first recorded position signal value and the second recorded position signal value;

and

the second momentary speed value is recorded so that the second momentary speed value is assigned to a second recorded measurement sample value between the second recorded position signal value and the third recorded position signal value.