LARGE SCALE OFFLINE RETRIEVAL OF MACHINE OPERATIONAL INFORMATION

• US 20160078071A1
• Filed: 09/11/2014
• Published: 03/17/2016
• Est. Priority Date: 09/11/2014
• Status: Abandoned Application

• Current Assignee: Caterpillar Incorporated
• Original Assignee: Caterpillar Incorporated
• Inventors: MCCOY, DARIN JAMES
• Application Number:
  US14/483,443
• Publication Number:
  US 20160078071A1
• Time in Patent Office: Days
• US Class Current: 1/1
• CPC Class Codes: G06F 16/319 Inverted lists

Abstract

A computer-implemented method of retrieving information stored on a computer readable storage medium and related to operation of a machine includes creating one or more lists of a plurality of data files stored on the computer readable storage medium and containing data derived from sensors measuring one or more machine operational characteristics. The method may further include creating one or more lists of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file, creating an index of variables contained in one or more of the channels of information recorded in each data file, and searching for and locating data files that meet requestor-specified conditions by employing at least one of the lists of data files, at least one of the lists of channels of information, and the index of variables recorded in each data file to focus a search for relevant data files meeting the requestor-specified conditions.

Claims

1. A computer-implemented method of retrieving information stored on a computer readable storage medium and related to operation of a machine, the method comprising:

creating one or more lists of a plurality of data files stored on the computer readable storage medium and containing data derived from sensors measuring one or more machine operational characteristics;

creating one or more lists of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file;

creating an index of a plurality of variables contained in one or more of the channels of information recorded in each data file; and

searching for and locating data files that meet requestor-specified conditions by employing at least one of the lists of data files, at least one of the lists of channels of information, and the index of a plurality of variables recorded in each data file to focus a search for relevant data files meeting the requestor-specified conditions.

2. The method of claim 1, further including creating metadata for a plurality of data files, wherein the metadata specifies where a plurality of the variables are located in each data file.

3. The method of claim 1, further including calculating one or more of a maximum value, a minimum value, or a range of values for a particular variable recorded in at least one of the data files.

4. The method of claim 2, further including calculating one or more of a maximum value, a minimum value, or a range of values for a particular variable recorded in at least one of the data files.

5. The method of claim 1, wherein each of the channels of information includes at least one of a sensor-measured value and a calculated value derived from at least one sensor-measured value.

6. The method of claim 5, wherein the at least one sensor-measured value is time series sensor data that is one of periodically or continuously added to the at least one of the data files.

7. The method of claim 1, wherein the variables recorded in each data file include one or more characteristics associated with the machine or with operation of the machine, the one or more characteristics including at least one of an identifying characteristic of the machine, a value measured by a sensor during operation of the machine, and a calculated value derived from at least one value measured by a sensor during operation of the machine.

8. The method of claim 1, wherein the creating of one or more lists of a plurality of data files stored on the computer readable storage medium is performed by a crawler program that processes a plurality of the data files stored on the computer readable storage medium in parallel to identify data files containing data that is either derived directly from the sensors or is calculated from data derived directly from the sensors, and that cross-references data on identified data files with similar types of data contained on other data files.

9. The method of claim 8, wherein the crawler program also creates the one or more lists of a plurality of channels of information and creates the index of a plurality of variables recorded in each data file.

10. A system for acquiring and processing information stored in data files on at least one non-transitory computer readable storage medium, the information being related to machine operational characteristics, the system comprising:

one or more processors;

one or more non-transitory computer readable storage medium storing computer readable program code executable by the one or more processors, the computer readable program code comprising;

a first crawler program configured to;

create a list of a plurality of data files stored on the at least one non-transitory computer readable storage medium and containing data derived from sensors measuring one or more operational characteristics of the machine;

create a list of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file; and

identify and index variables recorded in each data file;

a second crawler program configured to;

create metadata for a plurality of data files stored on the at least one non-transitory computer readable storage medium, wherein the metadata indicates where the variables are located within each data file; and

an information retrieval module configured for receiving specified conditions related to operation of the machine and using the list of data files, the list of channels of information, the index of variables recorded in each data file and the metadata for a plurality of data files to find and return information relevant to the machine operational characteristics that meet the specified conditions.

11. The system of claim 10, wherein the computer readable program code further includes a third crawler program configured to calculate one or more of a maximum value, a minimum value, or a range of values for a particular variable recorded in at least one of the data files.

12. The system of claim 10, further including:

the first crawler program being further configured to create a list of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file wherein each of the channels of information includes at least one of a sensor-measured value and a calculated value derived from at least one sensor-measured value.

13. The system of claim 12, wherein the at least one sensor-measured value is time series sensor data that is one of periodically or continuously added to one or more of the data files.

14. The system of claim 10, wherein the variables recorded in each data file include one or more characteristics associated with the machine or with operation of the machine, the one or more characteristics including at least one of an identifying characteristic of the machine, a value measured by a sensor during operation of the machine, and a calculated value derived from at least one value measured by a sensor during operation of the machine.

15. The system of claim 11, further including:

the first crawler program being further configured to create a list of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file wherein each of the channels of information includes at least one of a sensor-measured value and a calculated value derived from at least one sensor-measured value.

16. The system of claim 14, wherein the at least one sensor-measured value is time series sensor data that is one of periodically or continuously added to one or more of the data files.

17. A computer program product comprising:

a non-transitory computer readable storage medium storing computer readable program code executable by one or more processors, the computer readable program code being configured to;

create a list of a plurality of data files stored on at least one non-transitory computer readable storage medium and containing data derived from sensors measuring one or more operational characteristics of the machine;

create a list of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file;

identify and index variables recorded in each data file;

create metadata for a plurality of data files stored on the at least one non-transitory computer readable storage medium, wherein the metadata indicates where the variables are located within each data file; and

receive specified conditions related to operation of the machine and use the list of data files, the list of channels of information, the index of variables recorded in each data file and the metadata for a plurality of data files to find and return information relevant to the machine operational characteristics that meet the specified conditions.

18. The computer program product of claim 17, further including:

computer readable program code configured to calculate one or more of a maximum value, a minimum value, or a range of values for a particular variable recorded in at least one of the data files.

19. The computer program product of claim 17, further including:

computer readable program code configured to create a list of a plurality of channels of information with signals indicative of the one or more machine operational characteristics recorded in each data file wherein each of the channels of information includes at least one of a sensor-measured value and a calculated value derived from at least one sensor-measured value.

20. The computer program product of claim 17, wherein the at least one sensor-measured value is time series sensor data that is one of periodically or continuously added to one or more of the data files.