Method and apparatus for eliminating aliasing

• US 8,788,069 B2
• Filed: 09/27/2011
• Issued: 07/22/2014
• Est. Priority Date: 09/27/2011
• Status: Active Grant

• Current Assignee: Fisher-Rosemount Systems Incorporated (Emerson Electric Company)
• Original Assignee: Fisher-Rosemount Systems Incorporated (Emerson Electric Company)
• Inventors: Blevins, Terrence L., Nixon, Mark J.
• Primary Examiner(s): Bahta, Kidest
• Application Number:
  US13/246,305
• Publication Number:
  US 20130079901A1
• Time in Patent Office: 1,029 Days
• Field of Search: 700/71, 700/79, 341/143, 341/163, 341/172, 375/340, 600/306, 708/319, 708/300
• US Class Current: 700/71
• CPC Class Codes: G05B 21/02 electric
• CPC Class Codes: H03M 3/344 by filtering other than the noise-shaping inherent to delta-sigma modulators, e.g. anti-aliasing

Abstract

In order to reduce or eliminate aliasing in a process control network, filtering of a measurement signal may be set based on the module execution rate in a process control system. A Nyquist frequency for the module may be determined based on the module execution rate where the Nyquist frequency may be twice the execution rate. Filtering after an analog to digital convertor may be set based on the module execution rate. In the analog to digital convertor, digital filtering after the converter may be set based on the module execution rate and the frequency content of the analog signal may be attenuated by a filter at and above the Nyquist frequency for the module execution rate.

Claims

1. A method of reducing aliasing in a process control system wherein the process control system comprises at least one analog device and an analog to digital convertor, the method comprising:

setting a module execution rate for a module in the process control system;

determining a Nyquist frequency for the module based on the module execution rate;

determining a filtering after the analog to digital convertor based on the module execution rate;

in the filter after the analog to digital convertor, setting the data sampling rate in the analog to digital convertor based on the module execution rate; and

attenuating a frequency content of the measurement signal at and above the Nyquist frequency for the module.

2. The method of claim 1, wherein the Nyquist frequency is two times the frequency at which the module is executed.

3. The method of claim 1, wherein the attenuating the module signal comprises implementing a low pass digital finite impulse filter after the analog to digital converter to attenuate frequency content in the measurement signal beyond the Nyquist frequency associated with the frequency at which the module executes.

4. The method of claim 1, wherein the attenuation at the Nyquist frequency is at least −

12 dB.

5. The method of claim 1, wherein the attenuation at 50 Hz to 60 Hz is at least −

40 dB.

6. The method of claim 1, wherein the module execution rate is selected from a plurality of preset module execution rates.

7. The method of claim 6, wherein the Nyquist frequency is predetermined based on the plurality of preset module execution rates.

8. The method of claim 1, wherein the digital filter after the analog to digital converter may be set from the process control system.

9. The method of claim 1, wherein the process control system executes a control loop at least four times over the process response time.

10. The method of claim 9, wherein the process response time in a self regulating process comprises first order time plus deadtime and wherein the process response time in an integrating process comprises the deadtime plus the time required for a significant response to a change in a process input.

11. A system for reducing aliasing in a process control system comprising

a process control module in the process control system that operates at a determined execution rate wherein the process control system comprises:

field devices that provide analog output,

an input/output device communicatively coupled with the field devices and a controller wherein the controller calculates a Nyquist frequency for the process control module based on the execution rate;

an analog to digital convertor communicatively coupled with the input/output device; and

a filter in communicatively coupled with the analog to digital convertor that attenuates a the frequency content if the measurement signal above the Nyquist frequency after the module signal is converted from analog form to digital form by the analog to digital convertor.

12. The system of claim 11, wherein the Nyquist frequency is two times the module execution rate in the process control system.

13. The system of claim 11, wherein the attenuating the module signal comprises implementing a low pass digital finite impulse response digital filter after the analog to digital converter to attenuate frequencies in the measurement signal beyond the Nyquist frequency associated with the module execution rate.

14. The system of claim 11, wherein the attenuation at the Nyquist frequency is at least −

12 dB and wherein the attenuation at 50 Hz to 60 Hz is at least −

40 dB.

15. The system of claim 11, wherein module execution rate is selected from a plurality of preset module execution rates and the Nyquist frequency is predetermined based on the plurality of preset module execution rates.

16. The system of claim 11, wherein the control loop executes at least four times over the process response time and wherein the process response time in a self regulating process comprises first order time plus deadtime and wherein the process response time in an integrating process comprises the deadtime plus the time required for a significant response to a change in a process input.

17. The system of claim 11, wherein measurement filtering may be set in the analog to digital convertor from the process control system.

18. A computer system comprising a processor physically configured according to computer executable instructions for reducing aliasing in a process control system, a memory physically configured to store the computer executable instructions, an analog field device and an analog input/output device comprising an analog to digital convertor, the computer executable instructions comprising instructions for:

setting a module execution rate for a module in the process control system;

determining a Nyquist frequency for the module based on the module execution rate wherein the Nyquist frequency is two times the module execution rate;

determining filtering to be applied after the analog to digital convertor based on the module execution rate;

in the analog to digital convertor, setting the filtering applied after the analog to digital convertor based on the module execution rate; and

attenuating a module signal at and above the Nyquist frequency for the module.

19. The computer system of claim 18, wherein the control loop execution rate is set at least four times as fast at a process response time and wherein the process response time in a self regulating process comprises first order time plus deadtime and

wherein the process response time in an integrating process comprises the deadtime plus the time required for a significant response to a change in a process input.

20. The computer system of claim 18, wherein the attenuation at the Nyquist frequency is at least −

12 dB and wherein the attenuation at 50 Hz to 60 Hz is at least −

40 dB.