Method and device for detecting drifts, jumps and/or outliers of measurement values

• US 6,556,957 B1
• Filed: 02/26/2001
• Issued: 04/29/2003
• Est. Priority Date: 06/22/1998
• Status: Expired due to Term

• Current Assignee: Trium Analysis Online GmbH
• Original Assignee: Martin Daumer
• Inventors: Daumer, Martin
• Primary Examiner(s): Wachsman, Hal
• Assistant Examiner(s): BARBEE, MANUEL L
• Application Number:
  US09/720,580
• Time in Patent Office: 792 Days
• Field of Search: 702/193, 702/191, 702/190, 702/189, 702/194, 702/195, 702/198, 702/199, 700/51, 700/73, 340/511
• US Class Current: 702/193
• CPC Class Codes: G08B 29/26 by updating and storing reference thresholds

Abstract

A method for detection an alarm state of measurement signal values received by means for detecting measurement values, wherein an alarm state is triggered when for a currently received measurement signal value at least one pre-set limit value is exceeded, has a faster recognition of an alarm situation and at the same time a lower rate of false alarms when in a first step for measurement signal values which are subsequent in time their position parameter (2) and a corresponding deviation parameter (3) of the measurement signal values from the position parameter is calculated in an adjustable time window, wherein in a second step each further subsequent measurement signal value is compared to the position parameter (2) an weighted with the deviation parameter (3) in order to obtain a respective evaluation quantity, and wherein in a third step an outlier state (6) is detected when the evaluation quantity exceeds an adjustable outlier parameter, whereas an alarm state (8) indicating the presence of a significant drift or jump of the measurement signal values is detected when the evaluation quantity exceeds an adjustable alarm parameter.

Claims

1. A method for detecting an alarm state in a signal while avoiding false alarms from gradual signal drifts and outlier measurements, comprising:

obtaining a measurement value of the signal at a current time;

determining a position parameter and a deviation parameter from previous measurement values of the signal that were measured during a time window, wherein the time window is offset in time by an adjustable time delay from the current time;

computing at least one of an evaluation quantity, an alarm threshold, and an outlier threshold based on the measurement value, the position parameter, and the deviation parameter; and

indicating an alarm state in response to the evaluation quantity exceeding the alarm threshold but not the outlier threshold, wherein the measurement value is determined to be an outlier measurement if the evaluation quantity exceeds the outlier threshold, whereby the alarm state indicates a significant drift or jump of the signal.

2. The method of claim 1, wherein the adjustable time delay corresponds to a slope of signal drift to be recognized as an alarm state.

3. The method of claim 1, wherein the evaluation quantity is computed based on at least a difference between the measurement value and the position parameter.

4. The method of claim 1, wherein the evaluation quantity is weighted by the deviation parameter.

5. The method of claim 1, wherein the evaluation quantity is computed based on a difference between the measurement value and the position parameter, wherein the difference is normalized by the deviation parameter.

6. The method of claim 1, wherein an alarm state is determined by a comparison of the evaluation quantity with the alarm threshold and the outlier threshold.

7. The method of claim 6, wherein the comparison of the evaluation quantity with the alarm threshold involves comparing a division of the evaluation quantity by the alarm threshold to unity.

8. The method of claim 7, wherein the comparison of the evaluation quantity with the outlier threshold involves comparing a division of the evaluation quantity by the outlier threshold to unity.

9. The method of claim 1, wherein the position parameter is a mean value of the previous measurement values within the time window.

10. The method of claim 1, wherein the deviation parameter is a standard deviation of the previous measurement values within the time window.

11. The method of claim 1, wherein the duration of the time window is adjustable.

12. The method of claim 11, wherein the number of previous measurement values within the time window is determined by the duration of the time window.

13. The method of claim 1, wherein the alarm threshold is adjustable.

14. The method of claim 1, wherein the outlier threshold is adjustable.

15. The method of claim 1, wherein the measurement value is replaced by a substitute value in response to the measurement value being determined to be an outlier measurement.

16. The method of claim 15, wherein the substitute value is the position parameter.

17. The method of claim 1, wherein the measurement value is removed from further calculations in response to the measurement value being determined to be an outlier measurement.

18. The method of claim 1, wherein the outlier threshold is greater than the alarm threshold.

19. The method of claim 1, wherein the adjustable time delay is greater than a duration between successive measurements.

20. An apparatus for detecting an alarm state in a signal while avoiding false alarms from gradual signal drifts and outlier measurements, comprising:

means for obtaining a measurement value of the signal at a current time;

a processor for determining a position parameter and a deviation parameter from previous measurement values of the signal that were measured during a time window, wherein the time window is offset in time by the processor by an adjustable time delay from the current time, the processor computing at least one of an evaluation quantity, an alarm threshold, and an outlier threshold based on the measurement value, the position parameter, and the deviation parameter, wherein the processor determines that a measurement value is an outlier measurement if the evaluation quantity exceeds the outlier threshold; and

means for indicating an alarm state in response to the processor determining that the evaluation quantity exceeds the alarm threshold but not the outlier threshold, whereby the alarm state indicates a significant drift or jump of the signal.

21. The apparatus of claim 20, wherein the adjustable time delay corresponds to a slope of signal drift to be recognized as an alarm state.

22. The apparatus of claim 20, wherein the processor computes the evaluation quantity based on at least a difference between the measurement value and the position parameter.

23. The apparatus of claim 20, wherein the processor weights the evaluation quantity by the deviation parameter.

24. The apparatus of claim 20, wherein the processor computes the evaluation quantity based on a difference between the measurement value and the position parameter, wherein the difference is normalized by the deviation parameter.

25. The apparatus of claim 20, wherein the processor computes the position parameter as a mean value of the previous measurement values within the time window and computes the deviation parameter as a standard deviation of the previous measurement values within the time window.

26. The apparatus of claim 20, wherein the duration of the time window is adjustable by the processor.

27. The apparatus of claim 20, wherein the alarm threshold is adjustable by the processor.

28. The apparatus of claim 20, wherein the outlier threshold is adjustable by the processor.

29. The apparatus of claim 20, wherein the processor replaces the measurement value with a substitute value in response to the processor determining that the measurement value is an outlier measurement.

30. The apparatus of claim 20, wherein the processor removes the measurement value from further calculations in response to the processor determining that the measurement value is an outlier measurement.

31. An article of manufacture comprising a computer program carrier readable by a computer and embodying one or more instructions executable by the computer to detect an alarm state in a signal while avoiding false alarms from gradual signal drifts and outlier measurements, the computer program comprising:

program instructions for obtaining a measurement value of the signal at a current time;

program instructions for determining a position parameter and a deviation parameter from previous measurement values of the signal that were measured during a time window, wherein the time window is offset in time by an adjustable time delay from the current time;

program instructions for computing at least one of an evaluation quantity, an alarm threshold, and an outlier threshold based on the measurement value, the position parameter, and the deviation parameter; and

program instructions for indicating an alarm state in response to the evaluation quantity exceeding the alarm threshold but not the outlier threshold, wherein the measurement value is determined to be an outlier measurement if the evaluation quantity exceeds the outlier threshold, whereby the alarm state indicates a significant drift or jump of the signal.

32. The article of manufacture of claim 31, wherein the adjustable time delay corresponds to a slope of signal drift to be recognized as an alarm state.

33. The article of manufacture of claim 31, wherein the evaluation quantity is computed based on at least a difference between the measurement value and the position parameter.

34. The article of manufacture of claim 31, wherein the evaluation quantity is weighted by the deviation parameter.

35. The article of manufacture of claim 31, wherein the position parameter is a mean value of the previous measurement values within the time window and the deviation parameter is a standard deviation of the previous measurement values within the time window.

36. The article of manufacture of claim 31, wherein the duration of the time window is adjustable.