Fault detection systems and methods for self-optimizing heating, ventilation, and air conditioning controls

• US 8,478,433 B2
• Filed: 09/06/2011
• Issued: 07/02/2013
• Est. Priority Date: 07/17/2007
• Status: Active Grant

• Current Assignee: Tyco Fire & Security GmbH (Johnson Controls International plc)
• Original Assignee: Johnson Controls Technology Company (Johnson Controls International plc)
• Inventors: Seem, John E., Li, Yaoyu, Salsbury, Timothy
• Primary Examiner(s): KASENGE, CHARLES R
• Application Number:
  US13/226,405
• Publication Number:
  US 20110320045A1
• Time in Patent Office: 665 Days
• Field of Search: 700/28, 700/29, 700/30, 700/31, 700/32, 700/33, 700/34, 700/38, 700/275, 700/276, 700/299, 700/300, 714/37, 714/39, 714/E11.024
• US Class Current: 700/38
• CPC Class Codes: F24F 11/30 for purposes related to the operation of the system, e.g. for safety or monitoring
• CPC Class Codes: F24F 11/62 characterised by the type of control or by internal processing, e.g. using fuzzy logic, adaptive control or estimation of values
• CPC Class Codes: F24F 2011/0006 using low temperature external supply air to assist cooling
• CPC Class Codes: G05B 13/024 in which a parameter or coefficient is automatically adjusted to optimise the performance
• CPC Class Codes: G05B 5/01 electric

Abstract

A fault detection system for detecting a fault in a process system includes a first circuit configured to modify an input of the process system with a modifying signal. The fault detection system further includes a second circuit configured to receive an output from the process system and configured to determine whether the fault exists based on at least one of a reduction of a signal component and an unexpected transformation of the signal component, wherein the signal component corresponds to a function of the modifying signal.

Claims

1. A fault detection system for detecting a fault in a process system, comprising:

a first circuit configured to modify an input of the process system with a periodic modifying signal, wherein the first circuit is part of an extremum seeking controller and wherein the periodic modifying signal applied to the input of the process system comprises a dither signal applied to the input for probing for a performance gradient used by the extremum seeking controller to optimize the process system; and

a second circuit configured to receive an output from the process system and to compare a signal component from the output of the process system to a function of the dither signal and to determine whether a fault exists based on at least one of a detected reduction of the signal component and an unexpected transformation of the signal component;

wherein the second circuit is configured to provide an output signal indicative of the presence of the fault to at least one of a computerized system, a memory device, a communications device, and an electronic display.

2. A controller for detecting a fault in a process system, the controller comprising:

a circuit configured to affect an input of the process system according to an extremum seeking control strategy, wherein the circuit is configured to modify the input with a periodic modifying signal having a dither signal at a first frequency as a part of the extremum seeking control strategy, wherein the circuit controls at least one manipulated variable of the process system by using the periodic modifying signal to identify a performance gradient in the process system, wherein the extremum seeking control strategy operates to drive the performance gradient to zero;

wherein the circuit is further configured to monitor an output of the process system for a signal component corresponding to a function of the first frequency of the dither signal periodic modifying signal, and wherein the circuit is further configured to determine whether the fault exists based on at least one of a reduction of the signal component and an unexpected transformation of the signal component;

wherein the circuit is further configured to provide an output signal indicative of the presence of the fault to at least one of a computerized system, a memory device, a communications device, and an electronic display device.

3. The controller of claim 2, wherein the process system comprises a temperature regulator configured to regulate temperature in response to a first control signal, and wherein the process system further comprises a damper moved by an actuator;

wherein the circuit is configured to operate the actuator by providing a second control signal to the actuator, and wherein modifying the input of the process system with a periodic modifying signal comprises modifying the second control signal provided to the actuator with the periodic modifying signal.

4. The controller of claim 3, wherein the circuit is configured to operate the actuator according to the extremum seeking control strategy.

5. The controller of claim 2, wherein the circuit comprises:

a filter configured to filter the output of the process system to extract the signal component from the output.

6. The controller of claim 5, wherein the filter comprises a bandpass filter.

7. The controller of claim 2, wherein the circuit is configured to compare the signal component to a threshold power level to determine whether the fault exists.

8. The controller of claim 2, wherein the periodic modifying signal is at least one of rectangular, triangular, ellipsoidal, and sinusoidal.

9. The controller of claim 2, wherein the circuit determining that the fault exists comprises at least one of:

(a) comparing the signal component to a threshold power level at a frequency corresponding to the periodic modifying signal; and

(b) comparing a phase of the signal component to an expected phase based on the periodic modifying signal.

10. The controller of claim 2, wherein the circuit monitoring the output of the process system for a signal component corresponding to a function of the periodic modifying signal comprises at least one of:

(a) extracting the signal component from the output using a filter configured with a passband including an angular frequency component of the periodic modifying signal;

(b) conducting a frequency domain analysis of the output using a fast Fourier transform; and

(c) conducting a time-domain analysis of the output using a zero-cross detection method.

11. The controller of claim 2, wherein the output is fed back to the first circuit for operating the process system as a closed-loop system.

12. The controller of claim 2, wherein the input to the process system is provided by the circuit to the process system for operating the process system as a closed-loop system.

13. The controller of claim 2, wherein the circuit is configured to operate the process system as a closed-loop a feedback controller according to the extremum seeking control strategy.

14. A computerized method for detecting a fault in a process system, the method comprising:

modifying an input of the process system with a modifying signal to determine whether the fault exists in the process system;

optimizing the process system utilizing the output according to an extremum seeking control strategy, wherein the modifying signal comprises a dither signal provided to the input as a part of the extremum seeking control strategy;

monitoring an output of the process system for a signal component corresponding to a function of the modifying signal;

determining whether a fault exists by comparing the signal component from the output of the process system to the function of the modifying signal based on at least one of a reduction of the signal component and an unexpected transformation of the signal component; and

providing an output representing the fault determination to at least one of an electronic display and communications electronics.

15. The method of claim 14, wherein the dither signal is at least one of rectangular, triangular, ellipsoidal, and sinusoidal.

16. The method of claim 14, further comprising:

extracting the signal component from the output using a filter network.

17. The method of claim 14, wherein determining that the fault exists comprises at least one of:

(a) comparing the signal component to a threshold power level corresponding to the periodic modifying signal; and

(b) comparing a phase of the signal component to an expected phase based on the modifying signal.

18. The method of claim 14, wherein monitoring for the output of the process system for a signal component corresponding to a function of the modifying signal comprises at least one of:

(a) extracting the signal component from the output using a filter configured with a passband including an angular frequency component of the modifying signal;

(b) conducting a frequency domain analysis of the output using a fast Fourier transform; and

(c) conducting a time-domain analysis of the output using a zero-cross detection method.

19. The method of claim 14, wherein the process system is an heating, ventilation, or air conditioning system.