Storing Analytical Machine Data Based on Change in Scalar Machine Data Indicating Alert Condition

• US 20170219461A1
• Filed: 02/01/2016
• Published: 08/03/2017
• Est. Priority Date: 02/01/2016
• Status: Active Grant

• Current Assignee: Computational Systems Incorporated (Emerson Electric Company)
• Original Assignee: Computational Systems Incorporated (Emerson Electric Company)
• Inventors: Duncan, Bradford J., Bowers, III, Stewart V., Skeirik, Robert D.
• Granted Patent: US 10,508,974 B2
• Time in Patent Office: Days
• CPC Class Codes: G01H 1/00 Measuring characteristics of vibrations in solids by using direct conduction to the detector G01H9/00, G01H11/00 take precedence
• CPC Class Codes: G01M 99/008 by doing functionality tests
• CPC Class Codes: G08B 21/182 Level alarms, e.g. alarms responsive to variables exceeding a threshold

Abstract

A “store on alert” vibration data acquisition mechanism uses scalar data produced by a vibration monitoring device as a predicate to capturing and storing analytical vibration data in the vibration monitoring device. The scalar data may consist of scalar process variables generated in the vibration monitoring device that are acquired at a fixed interval, such as PeakVue and Overall Vibration. At each interval, these scalar data values are compared to machine performance threshold levels, such as ADVISE, MAINT and FAIL, to determine whether analytical vibration data is to be stored separately inside the vibration monitoring device. Since the analytical vibration data is captured based on a predicate inside the vibration monitoring device (i.e., comparison of the scalar value to the thresholds), the analytical vibration data includes more relevant diagnostic information about a specific machine performance event.

Claims

1. A method for collecting and storing analytical vibration data in memory of a machine vibration monitoring device, the method comprising:

(a) storing one or more alert threshold levels in the memory of the machine vibration monitoring device, each alert threshold level comprising a scalar value indicating a threshold between two predefined machine operational condition ranges;

(b) measuring vibration levels of the machine using one or more sensors;

(c) based on the measured vibration levels, calculating a scalar vibration value using a processor in the machine vibration monitoring device;

(d) comparing the scalar vibration value to one or more of the alert threshold levels using the processor in the machine vibration monitoring device; and

(e) if it is determined in step (d) that the scalar vibration value exceeds one or more of the alert threshold levels that the scalar vibration value did not exceed previously, storing analytical vibration data in the memory of the machine monitoring device for subsequent acquisition by a host computer.

2. The method of claim 1 wherein step (d) is performed at predetermined time intervals, and step (e) comprises storing the analytical vibration data if it is determined in step (d) that the scalar vibration value exceeds one or more of the alert threshold levels that the scalar vibration value did not exceed at a prior predetermined time interval.

3. The method of claim 1 further comprising:

(f) the processor of the machine vibration monitoring device setting a status bit indicating that the analytical vibration data is available for acquisition; and

(g) the host computer determining that the analytical vibration data is available for acquisition based on presence of the status bit.

4. The method of claim 1 further comprising:

(f) storing a minimum hysteresis counter value in the memory of the machine vibration monitoring device;

(g) updating an ongoing hysteresis counter value at predetermined time intervals;

(h) comparing the ongoing hysteresis counter value to the minimum hysteresis counter value at predetermined time intervals; and

step (e) further comprising storing the analytical vibration data in the memory of the machine monitoring device if it is determined that

the ongoing hysteresis counter value is greater than or equal to the minimum hysteresis counter value, and

the scalar vibration value exceeds one or more of the alert threshold levels that the scalar vibration value did not exceed at a prior predetermined time interval.

5. The method of claim 4 further comprising:

(i) storing a baseline level scaling value (BLSV) in the memory of the machine vibration monitoring device;

(j) at predetermined time intervals, updating a low baseline level (LBL) according to;

LBL=AT−

BLSV×

(AT−

NLAT),

where AT is one of the alert threshold levels that is less than and nearest to the scalar vibration value, and NLAT is one of the alert threshold levels that is less than and nearest to AT; and

(k) at predetermined time intervals, updating a high baseline level (HBL) according to;

HBL=NHAT,

where NHAT is one of the alert threshold levels that is greater than and nearest to AT.

6. The method of claim 5 wherein the step (g) of updating the ongoing hysteresis counter value (OHC) comprises comparing the scalar vibration value to LBL and HBL, and

if the scalar vibration value is greater than HBL, incrementing OHC according to:

OHC=OHC+1;

if the scalar vibration value is less than LBL, decrementing OHC according to;

OHC=OHC−

1;

if the scalar vibration value is greater than or equal to LBL and less than or equal to HBL, and OHC is greater than zero, decrementing OHC according to;

OHC=OHC−

1; and

if the scalar vibration value is greater than or equal to LBL and less than or equal to HBL, and OHC is less than zero, incrementing OHC according to;

OHC=OHC+1.

7. The method of claim 1 wherein the scalar vibration value comprises one or more of an Overall vibration value, a PeakVue vibration value, an Energy Band value, a Demod value, a Spike Energy value, a Shock Pulse value, a Cepstrum value, a Periodicity value, a Skewness value, a Probability Distribution value, a Frequency Transfer Function value, a Phase value, a Kurtosis value, and a Crest Factor value.

8. The method of claim 1 wherein the subsequent acquisition of the analytical vibration data by the host computer is accomplished via a wireless gateway device through which the host computer wirelessly acquires the analytical vibration data that is published by the machine vibration monitoring device.

9. The method of claim 1 further comprising maintaining the analytical vibration data in the memory of the machine vibration monitoring device until:

the host computer has acquired the analytical vibration data;

or

the analytical vibration data is overwritten in the memory of the machine vibration monitoring device by later-collected analytical vibration data.

10. A method for collecting and storing analytical vibration data in memory of a machine vibration monitoring device, the method comprising:

(a) storing one or more alert threshold levels in memory of a host computer that is in communication with the machine vibration monitoring device, each alert threshold level comprising a scalar value indicating a threshold between two predefined machine operational condition ranges;

(b) measuring vibration levels of the machine using one or more sensors;

(c) storing analytical vibration data in the memory of the machine monitoring device;

(d) based on the measured vibration levels, calculating a scalar vibration value using a processor in the machine vibration monitoring device and storing the scalar vibration value in the memory of the machine monitoring device for subsequent acquisition by the host computer;

(e) the host computer acquiring the scalar vibration value from the memory of the machine vibration monitoring device and comparing the scalar vibration value to one or more of the alert threshold levels using a processor in the host computer; and

(f) if it is determined in step (e) that the scalar vibration value exceeds one or more of the alert threshold levels that the scalar vibration value did not exceed previously, the host computer acquiring the analytical vibration data from the memory of the machine vibration monitoring device and storing the analytical vibration data in the host computer or in a database that is in communication with the host computer.

18. The apparatus of claim 10 the memory of the machine vibration monitoring device is operable to maintain the analytical vibration data in until:

the one or more host computers retrieve the analytical vibration data;

or

the analytical vibration data is overwritten by later-collected analytical vibration data.

11. An apparatus for collecting and storing analytical vibration data, the apparatus comprising:

a machine vibration monitoring device comprising;

memory for storing one or more alert threshold levels, each alert threshold level comprising a scalar value indicating a threshold between two predefined machine operational condition ranges;

one or more sensors for measuring vibration levels of the machine;

a processor for calculating a scalar vibration value based on the measured vibration levels, for comparing the scalar vibration value to one or more of the alert threshold levels, and for storing analytical vibration data in the memory of the machine monitoring device if the scalar vibration value exceeds one or more of the alert threshold levels that the scalar vibration value did not exceed previously; and

one or more host computers for acquiring the analytical vibration data that was stored in the memory of the machine vibration monitoring device.

12. The apparatus of claim 11 further comprising a wireless gateway device through which the one or more host computers wirelessly acquire the analytical vibration data that is published by the machine vibration monitoring device.

13. The apparatus of claim 11 wherein

the processor of the machine vibration monitoring device is operable to set a status bit indicating that the analytical vibration data is available for acquisition;

and

the one or more host computers are operable to determine that the analytical vibration data is available for acquisition based on presence of the status bit.

14. The apparatus of claim 11 further comprising:

the memory of the machine vibration monitoring device for storing a minimum hysteresis counter value;

the processor of the machine vibration monitoring device operable to update an ongoing hysteresis counter value and compare the ongoing hysteresis counter value to the minimum hysteresis counter value at predetermined time intervals; and

the processor of the machine vibration monitoring device further operable to store the analytical vibration data in the memory of the machine monitoring device if it is determined that

the ongoing hysteresis counter value is greater than or equal to the minimum hysteresis counter value, and

the scalar vibration value exceeds one or more of the alert threshold levels that the scalar vibration value did not exceed previously.

15. The apparatus of claim 14 further comprising:

the memory of the machine vibration monitoring device for storing a baseline level scaling value (BLSV);

the processor of the machine vibration monitoring device further operable to update a low baseline level (LBL) at predetermined time intervals according to;

LBL=AT−

BLSV×

(AT−

NLAT),

where AT is one of the alert threshold levels that is less than and nearest to the scalar vibration value, and NLAT is one of the alert threshold levels that is less than and nearest to AT; and

the processor of the machine vibration monitoring device further operable to update a high baseline level (HBL) at predetermined time intervals according to;

HBL=NHAT,

where NHAT is one of the alert threshold levels that is greater than and nearest to AT.

16. The apparatus of claim 15 wherein the processor of the machine vibration monitoring device is operable to update the ongoing hysteresis counter value (OHC) by comparing the scalar vibration value to LBL and HBL, and

if the scalar vibration value is greater than HBL, the processor is operable to increment OHC according to:

OHC=OHC+1;

if the scalar vibration value is less than LBL, the processor is operable to decrement OHC according to;

OHC=OHC−

1;

if the scalar vibration value is greater than or equal to LBL and less than or equal to HBL, and OHC is greater than zero, the processor is operable to decrement OHC according to;

OHC=OHC−

1; and

if the scalar vibration value is greater than or equal to LBL and less than or equal to HBL, and OHC is less than zero, the processor is operable to increment OHC according to;

OHC=OHC+1.

17. The apparatus of claim 11 wherein the scalar vibration value comprises one or more of an Overall vibration value, a PeakVue vibration value, an Energy Band value, a Demod value, a Spike Energy value, a Shock Pulse value, a Cepstrum value, a Periodicity value, a Skewness value, a Probability Distribution value, a Frequency Transfer Function value, a Phase value, a Kurtosis value, and a Crest Factor value.