High accuracy signal processing for magnetic flowmeter

• US 6,505,517 B1
• Filed: 07/23/1999
• Issued: 01/14/2003
• Est. Priority Date: 07/23/1999
• Status: Expired due to Term

• Current Assignee: Micro Motion Incorporated (Emerson Electric Company)
• Original Assignee: Rosemount Incorporated (Emerson Electric Company)
• Inventors: Gao, Rong, Tsoukalas, Lefteri H., Eryurek, Evren
• Primary Examiner(s): Fuller, Benjamin R.
• Assistant Examiner(s): Mack, Corey D.
• Application Number:
  US09/360,473
• Time in Patent Office: 1,271 Days
• Field of Search: 738/610.8, 738/611.1, 738/610.9, 738/611.2, 738/611.3, 702/45, 702/46, 702/50, 702/189
• US Class Current: 73/861.08
• CPC Class Codes: G01F 1/60 Circuits therefor

Abstract

A magnetic flowmeter for measuring flow of a conductive fluid includes a flow tube assembly adapted to receive a fluid flow and a coil configured to apply a magnetic field in the fluid flow through the flow tube. An EMF sensor coupled to the flow tube provides an EMF output related to an EMF generated in the fluid flow due to the applied magnetic field, velocity of the fluid and noise. A signal processor includes a wavelet transformer that performs a wavelet transformation on the EMF output and provides a decomposition signal related to velocity of the fluid.

Claims

1. A magnetic flowmeter providing high accuracy signal processing for measuring flow of a conductive process fluid, comprising:

a flow tube assembly disposed to receive a fluid flow;

a coil configured to apply a magnetic field to the fluid flow;

an electromotive force (EMF) sensor coupled to the fluid flow having an EMF signal output related to an EMF generated in the fluid flow due to the applied magnetic field, velocity of the fluid and noise;

an isolated signal output related to the velocity of the fluid; and

a signal processor coupled to the EMF signal output, the signal processor including a wavelet transformer and providing the isolated signal output.

2. The magnetic flowmeter of claim 1 wherein the signal processor includes a neural network coupled to the isolated signal output having at least one neuron.

3. The magnetic flowmeter of claim 2 wherein the output from the neural network is related to fluid velocity.

4. The magnetic flowmeter of claim 2 wherein the output from the neural network is related to fluid flow.

5. The magnetic flowmeter of claim 4 wherein the neural network and the wavelet transformer are connected to form a neural/wavelet network.

6. The magnetic flowmeter of claim 2 wherein the signal processor includes a median filter configured to filter spikes in the output from the neural network.

7. The magnetic flowmeter of claim 1 wherein the signal processor includes a spike remover configured to remove spikes from the EMF signal output.

10. The magnetic flowmeter of claim 1 wherein the signal processor includes a change follower coupled to the EMF signal output.

11. The magnetic flowmeter of claim 10 wherein the change follower includes an averager.

13. The magnetic flowmeter of claim 1 wherein the isolated signal comprises a fifth level approximation signal from the wavelet transformer.

14. The magnetic flowmeter of claim 1 wherein the wavelet transformer comprises a sub-band coder.

15. The magnetic flowmeter of claim 14 wherein an output from the sub-band coder provides magnetic flowmeter additional information.

16. The magnetic flowmeter of claim 15 wherein the additional information is selected from the group consisting of information related to diagnostics, chemical reactions, process changes, chemical composition changes and process control.

17. The magnetic flowmeter of claim 1 wherein the signal processor is implemented in a microprocessor system.

18. The magnetic flowmeter of claim 1 including digital communication circuitry disposed to coupled the magnetic flowmeter to a communication bus.

19. The magnetic flowmeter of claim 1 including a digital to analog converter disposed to couple the magnetic flowmeter to the communication bus.

20. The magnetic flowmeter of claim 1 wherein the magnetic flowmeter is adapted to couple to a communication bus and the flowmeter is completely powered by the communication bus.

21. The magnetic flowmeter of claim 20 wherein the communication bus comprises a two wire communication bus which carries a current between 4 mA and 20 mA.

8. A magnetic flowmeter providing high accuracy signal processing for measuring flow of a conductive process fluid, comprising:

a flow tube assembly disposed to receive a fluid flow;

a coil configured to apply a magnetic field to the fluid flow;

an electromotive force (EMF) sensor coupled to the fluid flow having an EMF signal output related to an EMF generated in the fluid flow due to the applied magnetic field, velocity of the fluid and noise; and

a signal processor coupled to the EMF signal output and including a wavelet transformer, an isolated signal output related to velocity of the fluid and a spike remover configured to remove spikes from the EMF signal output, the spike remover including a delay to delay the EMF signal by one period and a summer to sum the delayed EMF signal with the EMF signal to thereby generate a spike signal.

9. The magnetic flowmeter of claim 8 including a rectifier to remove a polarity of spikes in the spike signal.

12. A magnetic flowmeter providing high accuracy signal processing for measuring flow of a conductive process fluid, comprising:

a flow tube assembly disposed to receive a fluid flow;

a coil configured to apply a magnetic field to the fluid flow;

an electromotive force (EMF) sensor coupled to the fluid flow having an EMF signal output related to an EMF generated in the fluid flow due to the applied magnetic field, velocity of the fluid and noise; and

a signal processor coupled to the EMF signal output and including a wavelet transformer and an isolated signal output related to the velocity of the fluid and a change follower coupled to the EMF signal output, the change follower including an averager and a bypass switch configured to bypass the change follower and the change detector is configured to actuate the bypass switch in response to rapid changes in the EMF output signal.

22. A method for high accuracy signal processing in a magnetic flowmeter for processing an electromotive force (EMF) signal generated in response to a magnetic field and velocity of a process fluid, comprising:

digitizing the electromotive force EMF signal;

wavelet transforming the digitized signal and providing a signal output;

isolating the signal output to provide an isolated signal output; and

converting the isolated signal output to a signal related to velocity of the process fluid.

23. The method of claim 22 including removing spikes from the digitized EMF signal prior to wavelet transforming the digitized EMF signal.

26. The method of claim 22 including averaging the digitized EMF signal prior to wavelet transforming the digitized EMF signal.

28. The method of claim 22 wherein wavelet transforming comprises generating a level 5 approximation signal.

29. The method of claim 22 wherein converting the isolated signal output comprises applying the isolated signal output to a neural network.

30. The method of claim 29 wherein the neural network is trained to provide the signal related to velocity of the process fluid.

31. The method of claim 29 including filtering the output from the neural network with a median filter.

32. The method of claim 22 wherein wavelet transforming the digitized EMF signal comprises applying the EMF signal to a sub-band coder.

33. The method of claim 32 wherein a first output from the sub-band coder is related to fluid velocity and a second output from the sub-band coder provides additional information.

34. The method of claim 33 wherein the additional information is selected from the group consisting of information related to diagnostics, chemical reactions, process changes, chemical composition changes and process control.

35. The method of claim 22 including coupling a signal related to velocity of the process fluid to a communication bus in an industrial process.

36. The method of claim 22 including powering the magnetic flowmeter with power wholly received from a communication bus.

37. The method of claim 36 wherein the communication bus comprises a two wire communication bus which carries a current between 4 mA and 20 mA.

24. A method for high accuracy signal processing in a magnetic flowmeter for processing an electromotive force (EMF) signal generated in response to a magnetic field and velocity of a process fluid, comprising:

digitizing the EMF signal;

wavelet transforming the digitized signal and providing an isolated signal output;

converting the isolated signal output to a signal related to velocity of the process fluid; and

removing spikes from the digitized EMF signal prior to wavelet transforming the digitized EMF signal, wherein removing spikes comprises shifting the digitized EMF signal by at least one period and summing the time shift in the EMF signal to generate a spike signal.

25. The method of claim 24 wherein the spike removing further includes rectifying the spike signal and summing the rectified spike signal with the digitized EMF signal.

27. A method for high accuracy signal processing in a magnetic flowmeter for processing an electromotive force (EMF) signal generated in response to a magnetic field and velocity of a process fluid, comprising:

digitizing the EMF signal;

wavelet transforming the digitized signal and providing an isolated signal output;

converting the isolated signal output to a signal related to velocity of the process fluid;

averaging the digitized EMF signal prior to wavelet transforming the digitized EMF signal; and

bypassing the averaging by detecting rapid changes in the EMF signal.

38. A magnetic flowmeter having high accuracy signal processing for measuring flow of a conductive process fluid, comprising:

a flow tube assembly disposed to receive a fluid flow;

means for applying a magnetic field which extends in the fluid flow;

EMF sensing means for sensing an EMF signal generated in the fluid flow due to the applied magnetic field, the velocity of the fluid and noise and responsively providing an EMF output;

an isolated signal output related to the velocity of the fluid; and

wavelet transforming means for wavelet transforming the EMF signal output to provide the isolated signal output.