CALCULATING AND PLOTTING STATISTICAL DATA

• US 20100095232A1
• Filed: 10/15/2008
• Published: 04/15/2010
• Est. Priority Date: 10/15/2008
• Status: Abandoned Application

• Current Assignee: Daniel Measurement and Control Incorporated (Emerson Electric Company)
• Original Assignee: Daniel Measurement and Control Incorporated (Emerson Electric Company)
• Inventors: Ramsay, Lawson H.
• Application Number:
  US12/251,594
• Publication Number:
  US 20100095232A1
• Time in Patent Office: Days
• US Class Current: 715/769
• CPC Class Codes: G01F 15/063 using electrical means
• CPC Class Codes: G01F 15/0755 involving digital counting
• CPC Class Codes: G05B 15/02 electric
• CPC Class Codes: G05B 2219/31316 Output test result report after testing, inspection
• CPC Class Codes: G05B 2219/31318 Data analysis, using different formats like table, chart
• CPC Class Codes: G05B 2219/31321 Print, output finished product documentation, manual using id of all workpieces assembled, processed
• CPC Class Codes: G06F 17/18 for evaluating statistical data , e.g. average values, frequency distributions, probability functions, regression analysis forecasting specially adapted for a specific administrative, business or logistic context G06Q10/04

Abstract

Calculating and plotting statistical data in a control system. At least some of the illustrative embodiments are a systems comprising a flow computer configured to monitor a physical process external to the processing unit, a historian unit coupled to the flow computer by way of a computer network (the historian unit configured to receive data regarding the physical process, and configured to store the data in a nonvolatile storage device), and a human/machine interface (HMI) coupled to the historian unit by way of the computer network. The HMI is configured to retrieve historical data values regarding the physical process from the historian unit, calculate statistical data not held in the historian unit, the calculation based on the historical data values, and plot the statistical data on a display device.

Claims

1. A system comprising:

a flow computer configured to monitor a physical process external to the processing unit;

a historian unit coupled to the flow computer by way of a computer network, the historian unit configured to receive data regarding the physical process, and configured to store the data in a nonvolatile storage device; and

a human/machine interface (HMI) coupled to the historian unit by way of the computer network, the HMI configured to;

retrieve historical data values regarding the physical process from the historian unit;

calculate statistical data not held in the historian unit, the calculation based on the historical data values; and

plot the statistical data on a display device.

2. The control system of claim 1 wherein when the HMI calculates the statistical data, HMI is configured to at least one selected from the group consisting of:

calculate a plurality of percentage error values based on two streams of historical data values, each stream of historical data values associated with a monitored or driven parameter of the physical process;

calculate a standard deviation of a stream of historical data values associated with a monitored or driven parameter of the physical process;

estimate a stream of unknown values of the physical process using a stream of historical data values of the physical process in the historical data values retrieved;

perform data mining on the historical data values.

3. The control system of claim 1 wherein HMI is further configured to accept data points to be used by dragging the data points from a first window and dropping the data points in a second window.

4. The control system of claim 1 wherein the historian unit and the human/machine interface are the same computer system.

5. A control system comprising:

a processing unit comprising;

a processor;

a memory coupled to the processor, the memory stores a control program that, when executed by the processor, causes the processor to monitor a physical process external to the processing unit;

a historian unit coupled to the processing unit by way of a computer network, the historian unit comprising;

a processor;

a nonvolatile storage device coupled to the processor;

a memory coupled to the processor, the memory stores a historian program that, when executed by the processor, causes the processor to receive data regarding the physical process, and to store the data in the nonvolatile storage device;

a human/machine interface (HMI) coupled to the historian unit by way of the computer network, the HMI comprising;

a display device;

a processor coupled to the display device;

a memory coupled to the processor, the memory stores a trending program that, when executed by the processor, causes the processor to;

retrieve historical data values regarding the physical process from the historian unit;

calculate statistical data not held in the historian unit, the calculation based on the historical data values; and

plot the statistical data on the display device.

6. The control system of claim 5 wherein the processing unit is at least one selected from the group consisting of:

a flow computer coupled to metering devices;

a distributed processing unit configured to implement control strategies within the physical process.

7. The control system of claim 5 wherein when the processor of the HMI calculates the statistical data, the trending program further causes the processor to calculate a plurality of percentage error values based on two streams of historical data values, each stream of historical data values associated with a monitored or driven parameter of the physical process.

8. The control system of claim 5 wherein when the processor of the HMI calculates the statistical data, the trending program further causes the processor to calculate a standard deviation of a stream of historical data values associated with a monitored or driven parameter of the physical process.

9. The control system of claim 5 wherein when the processor of the HMI calculates the statistical data, the trending program further causes the processor to estimate a stream of unknown values of the physical process using a stream of historical data values of the physical process in the historical data values retrieved.

10. The control system of claim 5 wherein when the processor of the HMI calculates the statistical data, the trending program further causes the processor to perform data mining on the historical data values.

11. The control system of claim 5 wherein, prior to calculating the statistical data, the trending program further causes the processor to determine whether particular historical data values are usable based on a configuration of the physical system, and to mark historical data values to be ignored in calculating the statistical data when the physical system makes the historical data values unusable.

12. The control system of claim 5 wherein the trending program further causes the processor to accept data points to be used by dragging the data points from a first window and dropping the data points in a second window.

13. The control system of claim 5 wherein the historian unit and the human/machine interface are the same device.

14. A control system comprising:

a processing unit comprising;

a processor;

a memory coupled to the processor, the memory stores a control program that, when executed by the processor, causes the processor to monitor a physical process external to the processing unit;

a historian unit coupled to the processing unit by way of a computer network, the historian unit comprising;

a processor;

a nonvolatile storage device coupled to the processor;

a memory coupled to the processor, the memory stores a historian program that, when executed by the processor, causes the processor to receive data regarding the physical process, and to store the data in the nonvolatile storage device;

a human/machine interface (HMI) coupled to the historian unit by way of the computer network, the HMI comprising;

a display device;

a processor coupled to the display device;

a memory coupled to the processor, the memory stores a trending program that, when executed by the processor, causes the processor to;

receive from a user a request to calculate statistical data not tracked in the historian unit, the request to calculate based on data regarding the physical process;

send a request regarding calculation of statistical data to the historian unit;

receive statistical data; and

plot the statistical data on the display device;

the historian program further causes the processor of the historian unit to calculate the statistical data and provide the statistical data to the HMI.

15. The control system of claim 14 wherein the processing unit is at least one selected from the group consisting of:

a flow computer coupled to metering devices;

a distributed processing unit configured to implement control strategies within the physical process.

16. The control system of claim 14 wherein when the processor of the historian unit calculates the statistical data, the historian program further causes the processor to calculate a plurality of percentage error values based on two streams of data values, each stream of data values associated with a monitored or driven parameter of the physical process.

17. The control system of claim 14 wherein when the processor of the historian unit calculates the statistical data, the historian program further causes the processor to calculate a standard deviation of a stream of data values associated with a monitored or driven parameter of the physical process.

18. The control system of claim 14 wherein when the processor of the historian unit calculates the statistical data, the historian program further causes the processor to estimate a series of unknown data values of the physical process using a series of known data values of the physical process in the data retrieved.

19. The control system of claim 14 wherein when the processor of the historian unit calculates the statistical data, the historian program further causes the processor to perform data mining on data values stored within the historian unit.

20. The control system of claim 14 wherein, prior to calculating the statistical data, the historian program further causes the processor to determine whether data values are usable based on a configuration of the physical system, and to mark data values to be ignored in calculating the statistical data when the physical system makes the data values unusable.

21. The control system of claim 14 wherein the trending program further causes the processor of the HMI to accept data points to be used by dragging the data points from a first window and dropping the data points in a second window.

22. The control system of claim 14 wherein the historian unit and the human/machine interface are the same device.

23. A computer-readable medium storing a program that, when executed by a processor, causes the processor to:

communicate with a historian unit;

retrieve historical data values regarding a physical process from the historian unit;

calculate statistical data not tracked in the historian unit based on the historical data values retrieved; and

plot the statistical data on a display device.

24. The computer-readable medium of claim 23 wherein when the processor calculates statistical data, the program further causes the processor to perform data mining on the historical data values.

25. The computer-readable medium of claim 23 wherein when the processor calculates the statistical data, the program further causes the processor to calculate a stream of percentage error values based on first stream of data values and a second stream of data values of the historical data values.

26. The computer-readable medium of claim 23 wherein when the processor calculates the statistical data, the program further causes the processor to calculate a standard deviation over a moving window of data values of a stream of data values of the historical data values.

27. The computer-readable medium of claim 23 wherein when the processor calculates the statistical data, the program further causes the processor to estimate unmeasured data values of the physical process using the historical data values.

28. The computer-readable medium of claim 23 wherein prior to when the processor calculates the statistical data, the program causes the processor to determine whether data values are valid based on a configuration of the physical system when the data values were stored, and to mark data values to be ignored in calculating the statistical data when the configuration of the physical system makes the data values unusable.

29. The computer-readable medium of claim 23 wherein when the processor calculates the statistical data, the program further causes the processor to accept data points to be retrieved by enabling a user to, a graphical user interface, drag the data points from a first window and drop the data points in a second window.

30. A system comprising:

a first processing unit configured to generate a plurality of streams of data values regarding a physical process, each stream of data values regarding a data point;

a second processing unit coupled to the first processing unit, the second processing unit configured to;

maintain historical data values for each data point;

receive from a user a request to calculate statistical data not maintained as historical data values, the request to calculate based on historical data values regarding the physical process; and

calculate the statistical data.

31. The system of claim 30 wherein the second processing unit is further configured to at least one selected from the group consisting of:

send the statistical data to a remotely coupled display device; and

plot the statistically data on a directly coupled display device.

32. The system of claim 30 wherein the first processing unit is at least one selected from the group consisting of;

an ultrasonic flow meter;

a flow computer; and

a distributed processing unit of a control system.