Machine vibration monitoring

• US 9,176,003 B2
• Filed: 02/03/2011
• Issued: 11/03/2015
• Est. Priority Date: 05/25/2010
• Status: Active Grant

• Current Assignee: Siemens AG
• Original Assignee: Siemens Energy Incorporated (Siemens AG)
• Inventors: Sun, Yanxia, Clayton, Peter J., Sismour, Albert C. Jr.
• Primary Examiner(s): Balaoing, Ariel
• Assistant Examiner(s): MA, KAM WAN
• Application Number:
  US13/020,413
• Publication Number:
  US 20110291850A1
• Time in Patent Office: 1,734 Days
• Field of Search: 340/683, 340/679, 702/56, 702/80, 702/183, 702/187, 700/174
• 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

Abstract

A system and method of monitoring vibrations, in a machine having a rotating element, where composite vibration signals are measured and filtered into discreet vector components associated with machine operating frequency. The filtered vectors are then evaluated to obtain a mean and standard deviation, whereupon a further value is obtained and compared to the prior values. Trip conditions may be set to initiate certain actions based on the meeting of the conditions. Additional data related to operating conditions of the machine may be analyzed in conjunction with the vibration data to be considered as providing a cause for vibration anomalies that may be observed. The operating, conditions of the machine may be displayed on a computer display in association with the discreet vector components, for example in a second level folder to the first level folder of the discreet vector components.

Claims

1. A system for monitoring vibrations in a machine having a rotating element, the system comprising:

a storage unit;

a vibration measurement device, the vibration measurement device adapted to measure composite vibrations in the machine and output composite digital vibration signals, each such composite digital vibration signal corresponding to the measured composite vibrations;

an operating condition sensor, the operating condition sensor measuring a plurality of operating conditions of the machine, the plurality of operating conditions including a first operating condition and a second operating condition, the second operating condition being distinct from the first operating condition;

a processor, the processor adapted to;

(i) receive and filter a vibration vector signal from the composite digital vibration signal at a measurement time,

(ii) select a primary operating condition state of the first operating condition based on the measured plurality of operating conditions of the machine at the measurement time for the composite vibration signal,

(iii) select a secondary operating condition state of the second operating condition based on the measured plurality of operating conditions of the machine at the measurement time for the composite vibration signal,

(iv) store the vibration vector signal in association with the selected primary operating condition state and the selected secondary operating condition state,

(v) store the selected secondary operating condition state in association with the selected primary operating condition state,

vi) perform procedures (i)-(v) for a plurality of subsequent measurement times,

(vii) associate, by value, the plurality of selected primary operating condition states with at least one primary category,

(viii) relate each of the selected secondary operating condition states to the associated primary operating condition states of the at least one primary category,

wherein a plurality of composite vibration measurements equaling N are measured over time by the vibration measurement device, the N measurements being output as N composite digital vibration signals;

the processor thereby receiving and filtering said N measurements into N first vibration vector signals and N second vibration vector signals, the processor determining a mean value and standard deviation of said N first vibration vector signals,

wherein the processor receives and filters an N+1^th composite vibration measurement that is measured at a later time into an N+1^th first vibration vector signal and an N+1^th second vibration vector signal, whereby upon the occurrence of said N+1^th first vibration vector exceeding a first threshold value related to said mean value and standard deviation of said N first vibration vector signals, said processor activates a first action,

wherein said first threshold value is a warning limit and said first action is an audible alarm, such that the warning limit is determined based on at least historical trending data and the warning is automatically updated over a period of time based on additional data; and

a display device, the display device being operative to selectively display each vibration vector signal, in order to show the selected primary operating condition state and the selected secondary operating condition state from a same measurement time associated with the at least one respective primary category when each vibration vector signal is selected for viewing.

2. The system of claim 1, whereby upon the occurrence of said N+1^th first vibration vector exceeding a second threshold value related to said mean value and standard deviation of said N first vibration vector signals, said processor activates a second action, said second threshold value representing a greater deviation from said mean value than said first threshold value.

3. The system of claim 2, wherein said section action is one of a machine operation change or machine shut down procedure.

4. The system of claim 1, wherein said first threshold value is related to said operating conditions.

5. The system of claim 4, wherein said operating conditions are one of a speed input, megawatt input, field current input, or clutch position input.

6. The system of claim 1, wherein said first vibration vector signals and second vibration vector signals are a first signal at a first frequency and a second signal at a second frequency, respectively.

7. The system of claim 1, wherein said N measurements are measured at equal time increments.

8. The system of claim 1, wherein the primary operating condition state is selected from a group consisting of:

a threshold value associated with the first operating condition and a range associated with the first operating condition.

9. The system of claim 1, wherein the first operating condition is selected from a group consisting of:

temperature, speed of at least one component of the machine, megawattage used by the machine, megawattage produced by the machine, field current through a generator, and clutch position of the machine.

10. The system of claim 1, wherein the secondary operating condition state is selected from a group consisting of:

a threshold value associated with the second operating condition and a range associated with the second operating condition.

11. The system of claim 1, wherein the second operating condition is selected from a group consisting of:

temperature, speed of at least one component of the machine, megawattage used by the machine, megawattage produced by the machine, field current through a generator, and clutch position of the machine.

12. The system of claim 1, further comprising an analog-to-digital converter (ADC) configured to convert a plurality of analog vibration signals to a plurality of digital vibration signals, wherein the system is configured to send the composite digital vibration signals from the ADC to the processor via a wired connection or a wireless connection.

13. A method of monitoring vibrations in a machine having a rotating element, the method comprising:

(i) measuring N composite vibrations in the machine over time;

(ii) outputting N composite digital vibration signals, each such composite digital vibration signal corresponding to the N composite vibrations measured at a measurement time to a processor;

(iii) receiving the N composite digital vibration signals corresponding to the N composite vibrations measured;

(iv) filtering each of the N composite digital Vibration signals into N first vibration vector signals;

(v) calculating a mean value and standard deviation of the N first vibration vector signals;

(vi) measuring a plurality of operating conditions of the machine, the plurality of operating conditions including a first operating condition and a second operating condition, the second operating condition being distinct from the first operating condition;

(vii) selecting a primary operating condition state of the first operating condition based on the measured plurality of operating conditions of the machine at the measurement time for the composite vibration signal;

(viii) selecting a secondary operating condition state of the second operating condition based on the measured plurality of operating conditions of the machine at the measurement time for the composite vibration signal;

(ix) storing the first vibration vector signal in association with the selected primary operating condition state and the selected secondary operating condition state;

(x) storing the secondary operating condition state in association with the primary operating condition state;

(xi) performing procedures (vi)-(x) for a plurality of subsequent measurement times;

(xii) associating, by value, the plurality of primary operating condition states with at least one primary category;

(xiii) relating each of the secondary operating condition states to the associated primary operating condition states of the at least one primary category;

filtering each of the N composite digital vibration signals into N first vibration vector signals and N second vibration vector signals;

measuring an N+1^th composite vibration in the machine;

outputting an N+1^th composite digital vibration signal corresponding to the N+1^th composite vibration measured to a processor;

receiving the N+1^th composite digital vibration signal corresponding to the N+1^th composite vibration measured;

filtering the N+1^th composite digital vibration signal into an N+1^th first vibration vector signal and an N+1^th second vibration vector signals; and

comparing the N+1^th first vibration vector signal to a first threshold value related to the mean value and standard deviation of the N first vibration vector signals;

when said step of comparing the N+1^th first vibration vector signal to a first threshold value exceeds the first threshold value, a first action is commenced, wherein said first threshold is a warning limit and said first action is an audible alarm, such that the warning limit is determined based on at least historical trending data and the warning limit is automatically updated over a period of time based on additional data;

(xiv) displaying, selectively, at least one of the N first vibration vector signals in order to show the primary operating condition state and the secondary operation condition state from a same measurement time associated with the at least one respective primary category when the at least one of the N first vibration vector signal is selected for viewing; and

an analog-to-digital converter (ADC) configured to convert a plurality of analog vibration signals to a plurality of digital vibration signals, wherein the system is configured to send the composite digital vibration signals from the ADC to the processor via a wired connection or a wireless connection.

14. The method of claim 13, further comprising comparing the N+1^th first vibration vector signal to a second threshold value related to the mean value and standard deviation of the N first vibration vector signals.

15. The method of claim 14, wherein when said step of comparing the N+1 first vibration vector signal to a second threshold value exceeds the second threshold value, a second action is commenced.

16. The method of claim 15, wherein the second action is one of a machine operation change or machine shutdown.

17. The method of claim 13, further comprising filtering each of the N composite digital vibration signals into N first vibration vector signals and N second vibration vector signals.

18. The method of claim 17, wherein the N first vibration vector signals and N second vibration vector signals are a first signal at a first frequency and a second signal at a second frequency, respectively.

19. A system for monitoring vibrations in a machine having a rotating element, said system comprising:

a storage unit for storing vibration signal values and operating condition values from the machine;

a vibration measurement device, said vibration measurement device adapted to measure composite vibrations in the machine and output composite digital vibration signals, each such composite digital vibration signal corresponding to the measured composite vibrations;

at least one operating condition sensor, said at least one operating condition sensor measuring a plurality of operating conditions of the machine, the plurality of operating conditions including a first operating condition and a second operating condition, wherein the first operating condition and the second operating condition are different operating conditions of the machine;

a processor that is programmed to;

(i) receive N composite digital vibration signals from the vibration measurement device;

(ii) filter the N composite digital vibration signals into N first and second vibration vector signals;

(iii) receive operating condition signals from the at least one operating condition sensor;

(iv) select a primary operating condition state for the first operating condition at the measuring time for each of the N composite digital signals;

(v) select a secondary operating condition state for the second operating condition at the measuring time for each of the N composite digital signals;

(vi) calculate a mean value and a standard deviation for the N first and second vibration vectors respectively;

(vii) filter an N+1^th composite digital vibration signal into an N+1^th first and second vibration vectors that are related to a next operating frequency of the machine; and

(viii) compare the N+1^th composite digital vibration signal to a first preset limit, wherein the processor activates a first action if the first preset limit is exceeded, said first action being an audible alarm, and further wherein the first preset limit is related to said mean value and standard deviation of the N first vibration vectors and updated over a period of time based on additional composite digital vibration signals.