Systems and methods for communicating in a predictive maintenance program using remote analysts

• US 10,310,496 B2
• Filed: 02/07/2013
• Issued: 06/04/2019
• Est. Priority Date: 02/07/2013
• Status: Active Grant

• Current Assignee: Azima Holdings Incorporated (Fortive Corp.)
• Original Assignee: Azima Holdings Incorporated (Fortive Corp.)
• Inventors: Piety, Kenneth Ralph, Dahl, K. C.
• Primary Examiner(s): Bloss, Stephanie E
• Assistant Examiner(s): Peters, Lisa
• Application Number:
  US13/761,998
• Publication Number:
  US 20140222378A1
• Time in Patent Office: 2,308 Days
• CPC Class Codes: G05B 23/0283 Predictive maintenance, e.g. involving the monitoring of a system and, based on the monitoring results, taking decisions on the maintenance schedule of the monitored system; Estimating remaining useful life [RUL] preventive maintenance, i.e. planning maintenance according to the available resources without monitoring the system G06Q10/06

Abstract

A vibration data analysis and communication system to analyze vibration measurements from one or more machines including a sensor to detect vibration signals from a machine-under-test according to a predetermined test, a data acquisition unit to receive the vibration signals and to process the vibration signals to generate vibration data, an input unit to selectively receive field notes information from an operator of the data acquisition unit, a communication unit to transmit the vibration data and the field notes information to a remote analyst over a communication network, and to receive feedback from the remote analyst via the communication network regarding health of the machine-under test based on characteristics of the transmitted vibration data and field notes information, and a control unit to control operations of the sensor, the data acquisition unit, the input unit, and the communication unit.

Claims

1. A vibration data analysis and communication system to analyze vibration measurements from a plurality of machines located along a route of machines to be tested based on vibration signals detected by a sensor according to one or more measurement tests, the system comprising:

a data acquisition unit configured to receive vibration signals from a sensor attached to a machine-under-test, and to process the vibration signals to generate vibration data;

an input unit configured to receive an input of field notes information from an operator of the input unit, the field notes information being related to one or more observed fault conditions of the machine-under-test observed by the operator of the input unit during the one or more measurement tests, the input unit being configured to incorporate the field notes information into the vibration data such that the vibration data is linked to the one or more observed fault conditions;

a communication unit configured to transmit the vibration data and field notes information to a remote diagnostic unit over a communication network once vibration data has been acquired from each machine along the route such that transmitted vibration data and field notes information are placed in a data processing queue to be reviewed by a remote analyst having access to the remote diagnostic unit during a subsequent period after all machines on the route have been tested by the operator; and

a control unit to control operations of the sensor, the data acquisition unit, the input unit, and the communication unit.

2. The system of claim 1, wherein the remote diagnostic unit is configured to alert the remote analyst to presence and priority of newly received vibration data, and wherein the remote diagnostic unit contains:

an expert system which may be run on demand or automatically; and

a maintenance health report generator to generate maintenance reports of tested machines, to alert the remote analyst to presence of one or more of field notes information, additional test data, and recent maintenance reports, and to prompt the remote analyst to input an acknowledgement to confirm that field notes information has been reviewed before a maintenance report can be finalized.

3. The system of claim 1, wherein the field notes information includes priority flags which trigger the remote diagnostic unit to alert the remote analyst to review the received vibration data on a priority basis.

4. The system of claim 1, wherein the control unit includes an expert system to screen the vibration data to identify one of more faults in the vibration data based on the field notes information.

5. The system of claim 1, wherein the subsequent period occurs a number of days after all machines on the route have been tested.

6. The system of claim 1, wherein the transmitted vibration data and field notes information includes a flag indicating presence of field notes information related to one or more machines along the route.

7. The system of claim 1, wherein the input unit is configured as an integrated hand-held device having a menu display to structure a plurality of predefined notes into one or more predetermined categories of specific fault conditions, and to display a list of components related to a specific fault condition such that the operator can select one or more predefined notes related to a predetermined category and can select one or more specific components related to the specific fault condition to be included in the field notes information.

8. The system of claim 7, wherein the menu display is configured to display a plurality of locations on the machine-under-test such that the operator can select a location on the machine associated with the one or more specific components and/or the specific fault condition to be included in the field notes information.

9. The system of claim 8, wherein the menu display includes one or more priority flags such that the operator can select a priority flag to prioritize review of the field notes information by the remote analyst.

10. The system of claim 1, wherein the input unit is configured to receive observations from the operator via one or more of a predefined note and a typed or handwritten free-text note.

11. The system of claim 10, wherein the one or more of a predefined note and typed or handwritten free-text note includes an identification number to identify the one or more suspected faults.

12. The system of claim 1, wherein the remote diagnostic unit includes a remote control unit configured to receive inputs from the remote analyst to control operation of the data acquisition unit and input unit.

13. The system of claim 12, wherein the remote control unit is configured to communicate a requested action from the remote analyst to the operator regarding where to position the sensor on the machine-under-test.

14. The system of claim 1, wherein the remote diagnostic unit is configured to communicate a requested action from the remote analyst to the operator instructing the operator to collect supplemental information relevant to the health of the machine-under-test.

15. The system of claim 14, wherein the control unit instructs the operator to record maintenance status information of one or more previously recommended requested actions, and to transmit an instruction to the remote analyst via the remote diagnostic unit to review the maintenance status information before a maintenance report is generated.

16. The system of claim 15, wherein the remote diagnostic unit is configured to prompt the remote analyst to input an acknowledgment to confirm the maintenance status information has been reviewed.

17. The system of claim 1, wherein the control unit includes an expert system to screen the vibration data to identify one of more machine faults based on the vibration data, and to recommend one or more additional test measurements to the operator based on the one or more identified machine faults.

18. The system of claim 17, wherein:

the input unit is configured to present the operator with a list of predefined additional tests from which the operator can select the one or more additional tests to be performed;

the control unit is configured to control the sensor to detect additional vibration signals from the machine-under-test according to one or more selected additional tests; and

the data acquisition unit is configured to receive and processes the additional vibration signals to generate additional vibration data according to the one or more selected additional tests.

19. The system of claim 18, wherein the expert system is configured to screen the additional vibration data to determine whether the one or more identified machine faults are identified by the additional vibration data.

20. The system of claim 19, wherein the expert system recommends one or more corrective maintenance events based on a determination of whether the one or more identified machine faults are identified by the additional vibration data.

21. The system of claim 18, wherein the input unit is configured to receive one or more inputs from the operator to instruct the control unit to perform a particular selected additional test using predefined and/or customizable test parameters chosen by the operator.

22. The system of claim 21, wherein the control unit is configured to add special tests to the list of special test measurements according to inputs from the remote analyst and/or operator.

23. The system of claim 1, wherein the input unit is configured as an integrated hand-held device to selectively receive an input of the field notes information using one or more of a voice recording, a photograph, a sound recording, and a video recording captured using the hand-held device.

24. The system of claim 23, wherein the field notes information is derived from a physical inspection and is configured to identify the one or more observed fault conditions at one or more locations regarding one or more machinery components with normal or enhanced priority, the enhanced priority being based on one or more of photographs, audio and video recordings captured by the operator by pointing and clicking the hand-held device.

25. The system of claim 24, wherein the communication unit is configured to receive feedback from the remote analyst including a request for the operator to conduct additional tests based on one or more suspected faults of the machine-under-test, and wherein the field notes information includes data generated automatically by the input unit identifying a particular additional test performed, a particular machinery component tested, a location of the particular machinery component tested, and/or a time when the particular additional test was performed.

26. The system of claim 25, wherein the input unit is configured to prompt the operator to input an acknowledgement to confirm receipt of the request to conduct additional tests before routine measurement tests can be performed.

27. The system of claim 26, wherein the control unit is configured to instruct the communication unit to transmit the acknowledgment to the remote diagnostic unit.

28. The system of claim 25, wherein the communication unit is configured to generate a real-time conference between the remote analyst and the operator by voice and/or video, to exchange test setup or test data files, and to receive instructions from the remote analyst and/or operator to execute the additional tests.

29. The system of claim 28, wherein the communication unit includes a camera and a microphone configured to facilitate the real-time conference between the remote analyst and the operator.

30. The system of claim 29, wherein the communication unit is configured such that the remote analyst and the operator of the data acquisition unit jointly perform a machine test and view test results.

31. A method of vibration data analysis to analyze vibration measurements from a plurality of machines located along a route of machines to be tested based on vibration signals detected by a sensor according to one or more measurement tests, the method comprising:

receiving, at a data acquisition unit, vibration signals from a sensor attached to the machine-under-test, and processing the vibration signals to generate vibration data;

receiving an input of field notes information from an operator of an input unit, the field notes information being based on one or more observed fault conditions of the machine-under-test observed by the operator of the input unit during the one or more measurement tests;

incorporating the field notes information into the vibration data such that the vibration data is linked to the one or more observed fault conditions;

transmitting, with a communication unit, the vibration data and field notes information to a remote diagnostic unit over a communication network once vibration data has been acquired from each machine along the route such that transmitted vibration data and field notes information are placed in a data processing queue to be reviewed by a remote analyst having access to the remote diagnostic unit during a subsequent period after all machines on the route have been tested by the operator, wherein the remote analyst will analyze the vibration data and field notes information and document any of the one or more observed fault conditions related to the plurality of machines that were tested; and

controlling operations of the sensor, the data acquisition unit, the input unit, and the communication unit with a control unit,

wherein an integrated hand-held device is used as the input unit to receive the field notes information from the operator via one or more of a voice recording, a photograph, a sound recording, and a video recording.

32. The method of claim 31, wherein the communication unit is configured to transmit feedback from the remote analyst to the field technician including instructions to perform additional tests on the machine-under-test.

33. The method of claim 31, further comprising prompting the remote analyst to input an acknowledgment to confirm the field notes information has been reviewed before a diagnostic report can be generated.

34. A vibration data analysis and communication system to analyze vibration measurements from a plurality of machines located along a route of machines to be tested based on vibration signals detected by a sensor according to one or more measurement tests, the system comprising:

a data acquisition unit configured to receive vibration signals from a sensor attached to the machine-under-test, and to process the vibration signals to generate vibration data;

an input unit configured to receive an input of field notes information from an operator of the input unit, the field notes information being related to one or more observed fault conditions of the machine-under-test observed by the operator of the input unit during the one or more measurement tests, the input unit being configured to incorporate the field notes information into the vibration data such that the vibration data is linked to the one or more observed fault conditions;

a communication unit configured to generate a real-time conference between the remote analyst and the operator over a wireless or cellular information network, to exchange voice or video messages between the remote analyst and the operator, to exchange test setup or test data files between the remote analyst and the operator, and to receive instructions from the remote analyst and/or the operator to execute functions of the input unit and/or data acquisition unit.

35. The system of claim 34, further comprising a remote control unit configured to communicate a requested action from the remote analyst to the operator regarding where to position the sensor on the machine-under-test.

36. The system of claim 35, wherein the requested action includes an instruction from the remote analyst to the operator to perform an additional test, to find design information regarding the machine-under-test, or to perform a specific inspection task.

37. The system of claim 34, wherein the field notes information and the vibration data are combined to form an assembled data packet associated with a particular machine-under-test.

38. The system of claim 34, wherein the input unit is configured as an integrated hand-held device with a camera and microphone to capture observation data including one or more of a voice recording, a photograph, a sound recording, and a video recording, and to transmit captured observation data to the remote analyst over the information network such that the remote analyst can see and hear what the operator is observing.

39. The system of claim 34, wherein the communication unit is configured such that the remote analyst and the operator of the data acquisition unit jointly perform a machine test and view test results.

40. The system of claim 34, wherein the communication unit is configured to transmit linked vibration data and field notes information to a remote analyst over a communication network, and to receive feedback from the remote analyst via the communication network regarding health of the machine-under-test based on incorporated field notes information and vibration data.