Signal processing technique which separates signal components in a sensor for sensor diagnostics

• US 5,956,663 A
• Filed: 03/26/1998
• Issued: 09/21/1999
• Est. Priority Date: 11/07/1996
• Status: Expired due to Term

• Current Assignee: Rosemount Incorporated (Emerson Electric Company)
• Original Assignee: Rosemount Incorporated (Emerson Electric Company)
• Inventors: Eryurek, Evren
• Primary Examiner(s): Shah, Kamini
• Assistant Examiner(s): BUI, BRYAN
• Application Number:
  US09/048,452
• Time in Patent Office: 544 Days
• Field of Search: 702/183, 702/189-190, 364/130, 364/184, 340/511-517, 340/870.16, 340/870.17, 327/518
• US Class Current: 702/183
• CPC Class Codes: G01K 15/00 Testing or calibrating of thermometers
• CPC Class Codes: G05B 9/03 with multiple-channel loop, i.e. redundant control systems
• CPC Class Codes: G07C 3/00 Registering or indicating the condition or the working of machines or other apparatus, other than vehicles
• CPC Class Codes: G08C 19/02 in which the signal transmitted is magnitude of current or voltage G08C19/36, G08C19/38 take precedence

Abstract

A device in the process control system includes a sensor input receiving a sensor signal. The sensor signal comprises a process variable signal and a residual sensor signal related to sensor operation. Diagnostic circuitry receives a separated sensor signal and responsively provides a diagnostic output related to the sensor. Sensor signal processing circuitry separates the sensor signal into signal components which are provided to the diagnostic circuitry.

Claims

1. A device in a process control system, comprising:

a sensor input receiving a sensor signal from a process variable sensor, the sensor signal comprising a composite signal which includes a process variable signal and a residual sensor signal related to sensor operation;

sensor diagnostic circuitry which receives a separated sensor signal and responsively provides an output related to diagnostics of the process variable sensor; and

wavelet preprocessing circuitry coupled to the sensor signal which separates signal components in the sensor signal and responsively provides the separated sensor signal to the sensor diagnostic circuitry.

2. The device of claim 1 including output circuitry coupled to the sensor input adapted to send an output related to a sensor signal on a two wire process control loop.

3. The device of claim 1 including a process variable sensor providing the sensor signal to the sensor input.

4. The device of claim 1 including a microprocessor implementing the wavelet preprocessing circuitry.

5. The device of claim 1 including a model of a process operation for generating a seasonal variation signal which is subtracted from the sensor signal to thereby identify the residual sensor signal.

6. The device of claim 1 wherein the sensor signal is representative of a process variable selected from the group consisting of temperature, pressure, flow, level, pH, and turbidity.

7. The device of claim 1 wherein the device comprises a transmitter.

8. The device of claim 1 wherein the device comprises a controller.

9. The device of claim 1 including input/output circuitry coupled to a process control loop providing a power output for powering the device, the power output generated completely from power derived from the process control loop.

10. The device of claim 1 wherein the wavelet preprocessing circuitry performs a discrete wavelet transform on the sensor signal.

11. The device of claim 1 wherein wavelet preprocessing circuitry performs a plurality of signal decompositions to obtain the residual sensor signal.

12. The device of claim 1 wherein the wavelet preprocessing circuitry and diagnostic circuitry are implemented in a microprocessor coupled to a process control system.

17. The device of claim 1 including a memory storing a representation of signal components from a nominal sensor signal.

18. The device of claim 17 wherein the representation of signal components includes information related to frequency and time of a signal component.

19. The device of claim 1 wherein the wavelet preprocessing circuitry comprises a two channel sub-band coder providing more than one decomposed signal output.

20. The device of claim 1 wherein the two channel sub-band coder comprises a plurality of high pass and low pass filters.

28. The device of claim 7 wherein the transmitter is coupled to a two wire, 4-20 mA current loop.

13. A device in a process control system, comprising:

a sensor input receiving a sensor signal from a process variable sensor, the sensor signal comprising a composite signal which includes a process variable signal and a residual sensor signal related to sensor operation;

diagnostic circuitry which receives a separated sensor signal and responsively provides an output related to diagnostics of the process variable sensor; and

wavelet preprocessing circuitry coupled to the sensor input which separates signal components in the sensor signal and responsively provides the separated sensor signal to the sensor diagnostic circuitry wherein the wavelet preprocessing circuitry operates over a data window comprising a portion of the sensor signal and signal padding between edges of the data window and the portion of the sensor signal.

14. The device of claim 13 wherein the signal padding is related to the portion of the sensor signal.

15. The device of claim 14 wherein the signal padding is formed by curve fitting to the portion of the sensor signal.

16. The device of claim 15 wherein the curve fit comprises a quadratic equation.

21. A method in a process control for diagnosing operation of a process variable sensor, comprising:

obtaining a sensor signal from a process variable sensor, the sensor signal comprising a composite signal which includes a process variable signal and a residual sensor signal, the residual sensor signal related to sensor operation;

performing a wavelet transformation on the sensor signal and responsively providing a transformed output comprising a plurality of sensor signal components at least one of which includes the residual sensor signal; and

diagnosing sensor operation in response to at least one of the plurality of sensor signal components from the wavelet transformation.

23. The method of claim 21 wherein the step of diagnosing includes comparing the at least one of the plurality of sensor signal components to at least one nominal sensor signal component.

24. The method of claim 23 wherein the step of comparing comprises subtraction.

25. The method of claim 21 wherein the step of performing a wavelet transformation comprises a discrete wavelet transformation.

26. The method of claim 25 wherein the discrete wavelet transformation includes high pass and low pass filtering the sensor signal.

27. The method of claim 21 including subtracting seasonal variations from the at least one of the plurality of sensor signal components.

22. A method in a process control for diagnosing operation of a process variable sensor, comprising:

obtaining a sensor signal from a process variable sensor, the sensor signal comprising a composite signal which includes a process variable signal and a residual sensor signal, the residual sensor signal related to sensor operation;

performing a wavelet transformation on the sensor signal and responsively providing a transformed output comprising a plurality of sensor signal components at least one of which includes the residual sensor signal; and

diagnosing sensor operation in response to at least one of the plurality of sensor signal components from the wavelet transformation wherein the wavelet transformation is performed over a data window, the method further including adding padding to the sensor signal near edges of the data window.