Scalable and extensible framework for storing and analyzing sensor data

• US 8,744,807 B2
• Filed: 05/18/2010
• Issued: 06/03/2014
• Est. Priority Date: 08/10/2009
• Status: Expired due to Fees

• Current Assignee: Siemens AG
• Original Assignee: Siemens AG
• Inventors: Dejori, Mathaeus, Raileanu, Ciprian, Tas, Nazif Cihan, Neubauer, Claus
• Primary Examiner(s): Breene, John
• Assistant Examiner(s): HWANG, TIMOTHY
• Application Number:
  US12/781,890
• Publication Number:
  US 20110035187A1
• Time in Patent Office: 1,477 Days
• Field of Search: 702/187
• US Class Current: 702/187
• CPC Class Codes: G01D 9/005 Solid-state data loggers
• CPC Class Codes: G06F 11/3476 Data logging G06F11/14, G06F11/2205 take precedence
• CPC Class Codes: G06F 9/44526 Plug-ins; Add-ons

Abstract

In a framework for acquiring and analyzing data from a network of sensors, plug-in software interfaces are used to provide scalability and flexibility. Data collection set-up data is exchanged through one or more first plug-in software interfaces with data collection devices, to configure the processor to collect measurement data from the data collection devices. Analysis set-up data is exchanged through one or more second plug-in software interfaces with one or more data analysis software packages, to configure the processor to provide a predefined subset of the measurement data to the data analysis software packages and to accept analysis results from the data analysis software packages. Measurement data and analysis results are subsequently exchanged through the plug-in interfaces.

Claims

1. A method for collecting and processing data, comprising:

in a processor, exchanging data collection set-up data through a data collection plug-in software interface with a data collection device to configure the processor to collect measurement data from the data collection device;

collecting measurement data from the data collection device;

in the processor, receiving, by a data analysis set-up data through first and second data analysis plug-in software interfaces from first and second data analysis software packages, the analysis set-up data from the first data analysis software package defining a first predefined subset of the measurement data to be provided through the first data analysis plug-in interface to the first data analysis software package, the analysis set-up data from the second data analysis software package defining a second predefined subset of the measurement data different from the first subset to be provided through the second data analysis plug-in interface to the second data analysis software package;

based on the analysis set-up data received through first and second data analysis plug-in software interfaces from first and second data analysis software packages, configuring the data analysis manager module to provide only the predefined subsets of the measurement data to the data analysis software packages through the data analysis plug-in interfaces for analysis and to accept analysis results from the data analysis software packages;

providing only the predefined subsets of the measurement data to the data analysis software packages through the data analysis plug-in interfaces for analysis;

accepting analysis results of analyses of the predefined subsets of data from the data analysis software packages through the data analysis plug-in interfaces; and

annotating the measurement data with the analysis results.

2. The method of claim 1, wherein the data collection device comprises a data logger configured to receive data from at least one measurement sensor.

3. The method of claim 2, wherein:

the measurement data includes data from a plurality of measurement sensors; and

receiving analysis set-up data includes exchanging a command for identifying measurement data from at least one particular sensor for analysis by one of the data analysis software packages.

4. The method of claim 2, wherein:

the measurement data includes data from a plurality of types of measurement sensors; and

receiving analysis set-up data includes exchanging a command for identifying measurement data from at least one particular type of sensor for analysis by one of the data analysis software packages.

5. The method of claim 2, wherein:

the measurement data includes data from a plurality of measurement sensors; and

exchanging data collection set-up data includes exchanging a command for identifying the measurement sensors connected to the data logger.

6. The method of claim 1, wherein:

the measurement data includes data from a plurality of measurement sensors; and

exchanging data collection set-up data includes exchanging a command for setting a time interval between collections of measurement data for at least one of the plurality of measurement sensors.

7. The method of claim 1, wherein at least one data analysis software package comprises an outlier detection function.

8. The method of claim 1, wherein at least one data analysis software package comprises a state estimation model.

9. The method of claim 1, wherein:

annotating the data in the measurement database with analysis results further comprises providing a separate annotation for each data analysis software package.

10. The method of claim 1, further comprising

storing at least a portion of the measurement data in a measurement database.

11. The method of claim 1, further comprising

storing at least a portion of the analysis results in an event database.

12. The method of claim 1, wherein the data collection set-up data comprises a set of class definitions set forth in an application programming interface (API) of the first plug-in interface.

13. The method of claim 1, wherein the analysis set-up data comprises a set of class definitions set forth in an application programming interface (API) of the second plug-in interface.

14. A non-transitory computer-usable medium having computer readable instructions stored thereon, the instructions, when executed by a processor, causing the processor to perform operations for collecting and processing data, comprising:

exchanging data collection set-up data through a data collection plug-in software interface with a data collection device to configure the processor to collect measurement data from the data collection device;

collecting measurement data from the data collection device;

receiving analysis set-up data through first and second data analysis plug-in software interfaces from first and second data analysis software packages, the analysis set-up data from the first data analysis software package defining a first predefined subset of the measurement data to be provided through the first data analysis plug-in interface to the first data analysis software package, the analysis set-up data from the second data analysis software package defining a second predefined subset of the measurement data different from the first subset to be provided through the second data analysis plug-in interface to the second data analysis software package, the analysis set-up data further configuring the processor to accept analysis results from the data analysis software packages;

in response to receiving the analysis set-up data through first and second data analysis plug-in software interfaces from first and second data analysis software packages, configuring the processor to provide only the predefined subsets of the measurement data to the data analysis software packages through the data analysis plug-in interfaces for analysis and to accept analysis results from the data analysis software packages;

providing only the predefined subsets of the measurement data to the data analysis software packages through the data analysis plug-in interfaces for analysis;

accepting analysis results of analyses of the predefined subsets of data from the data analysis software packages through the data analysis plug-in interfaces; and

annotating the measurement data with the analysis results.

15. The non-transitory computer-usable medium of claim 14, wherein the data collection device comprises a data logger configured to receive data from at least one measurement sensor.

16. The non-transitory computer-usable medium of claim 15, wherein:

the measurement data includes data from a plurality of measurement sensors; and

receiving analysis set-up data includes exchanging a command for identifying measurement data from at least one particular sensor for analysis by one of the data analysis software packages.

17. The non-transitory computer-usable medium of claim 15, wherein:

the measurement data includes data from a plurality of types of measurement sensors; and

receiving analysis set-up data includes exchanging a command for identifying measurement data from at least one particular type of sensor for analysis by one of the data analysis software package.

18. The non-transitory computer-usable medium of claim 15, wherein:

the measurement data includes data from a plurality of measurement sensors; and

exchanging data collection set-up data includes exchanging a command for identifying the measurement sensors connected to the data logger.

19. The non-transitory computer-usable medium of claim 14, wherein:

the measurement data includes data from a plurality of measurement sensors; and

exchanging data collection set-up data includes exchanging a command for setting a time interval between collections of measurement data for at least one of the plurality of measurement sensors.

20. The non-transitory computer-usable medium of claim 14, wherein at least one data analysis software package comprises an outlier detection function.

21. The non-transitory computer-usable medium of claim 14, wherein at least one data analysis software package comprises a state estimation model.

22. The non-transitory computer-usable medium of claim 14, wherein:

annotating the data in the measurement database with analysis results further comprises providing a separate annotation for each data analysis software package.

23. The non-transitory computer-usable medium of claim 14, wherein the method further comprises:

storing at least a portion of the measurement data in a measurement database.

24. The non-transitory computer-usable medium of claim 14, wherein the method further comprises:

storing at least a portion of the analysis results in an event database.

25. The non-transitory computer-usable medium of claim 14, wherein the data collection set-up data comprises a set of class definitions set forth in an application programming interface (API) of the first plug-in interface.

26. The non-transitory computer-usable medium of claim 14, wherein the analysis set-up data comprises a set of class definitions set forth in an application programming interface (API) of the second plug-in interface.