Device and method for the residual analysis of a residuum to detect system errors in the system behaviour of a system of an aircraft

• US 9,535,419 B2
• Filed: 10/27/2011
• Issued: 01/03/2017
• Est. Priority Date: 04/28/2009
• Status: Expired due to Fees

• Current Assignee: Airbus Operations GmbH (Airbus SE)
• Original Assignee: Airbus Operations GmbH (Airbus SE)
• Inventors: Gojny, Marcus, Carl, Udo B., Sachs, Helge
• Primary Examiner(s): Saxena, Akash
• Application Number:
  US13/283,164
• Publication Number:
  US 20120101794A1
• Time in Patent Office: 1,895 Days
• Field of Search: 703/2, 703/8
• US Class Current: 1/1
• CPC Class Codes: G05B 17/00 Systems involving the use of models or simulators of said systems G05B13/00, G05B15/00, G05B19/00 take precedence
• CPC Class Codes: G05B 23/0235 based on a comparison with predetermined threshold or range, e.g. "classical methods", carried out during normal operation; threshold adaptation or choice; when or how to compare with the threshold
• CPC Class Codes: G05B 23/0254 based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks
• CPC Class Codes: G06F 17/10 Complex mathematical operations function generation by table look-up G06F1/03; evaluation of elementary functions by calculation G06F7/544
• CPC Class Codes: G06F 17/11 for solving equations , e.g. nonlinear equations, general mathematical optimization problems optimization specially adapted for a specific administrative, business or logistic context G06Q10/04
• CPC Class Codes: G06F 30/15 Vehicle, aircraft or watercraft design
• CPC Class Codes: G06F 30/17 Mechanical parametric or variational design

Abstract

The present invention provides a device and a method for the residual analysis of a residuum to detect system errors in the system behavior of an aircraft. The device for the residual analysis of a residuum comprises an apparatus to generate the residuum at least dependent on the reference variable and the system output variable, a comparator unit to provide an analytical result by comparing the residuum to a given threshold, a first unit to provide a constant threshold portion, a second unit to provide an adaptive threshold portion at least dependent on the reference value, which can change over time, and a third unit to provide the threshold by linking the constant threshold portion to the adaptive threshold portion.

Claims

1. An apparatus for generating a residuum for detecting erroneous transients, drift or oscillations in behavior of a system of an aircraft, the apparatus comprising:

a computer comprising at least one hardware processor configured to execute a plurality of computing functions, wherein;

a first computing function executed by the processor comprises a system model for reproducing a system of an aircraft to be monitored, which system receives a reference variable, an observer feedback variable and a disturbance model variable as inputs, and outputs, as a function thereof, an estimated system output variable;

a second computing function executed by the processor forms a residuum from a difference between a monitored system output variable of the system and the estimated system output variable;

a third computing function executed by the processor comprises an observer feedback, which receives the residuum as an input, and outputs, as a function thereof, the observer feedback variable for dynamic correction of the system model, in such a way that the estimated system output variable follows the monitored system output variable; and

a fourth computing function executed by the processor comprises a disturbance model, which receives the residuum as an input, and outputs, as a function thereof, the disturbance model variable for reproducing effects of external disturbances on the system model, the disturbance model variable being formed as a dynamic disturbance model variable which is formed using a linear combination of a tuning matrix, an integrator and a disturbance variable matrix, the tuning matrix receiving the residuum as an input, and the disturbance variable matrix outputting the disturbance model variable.

2. The apparatus according to claim 1, wherein the system is an electrohydraulic position control system of the aircraft.

3. The apparatus according to claim 2, wherein the monitored system output variable is a measured displacement of an actuator piston of the position control system or a measured control surface position of the aircraft.

4. The apparatus according to claim 1, wherein the observer feedback is set up for dynamic correction of internal states of the system model, in such a way that the estimated system output variable follows the monitored system output variable, a decay of an initial disturbance and a following behavior of the external disturbances being provided by weighting of the residuum and feedback into the system model.

5. The apparatus according to claim 4, wherein the observer feedback comprises an observer feedback matrix.

6. The apparatus according to claim 5, wherein coefficients of the observer feedback matrix are determined via a state controller design, via a pole default, an optimum controller design, a design method for designing robust feedbacks, linear quadratic estimators (LQEs) or non-linear approaches.

7. An aircraft comprising one or more apparatuses according to claim 1.

8. A method for generating a residuum for detecting erroneous transients, drift or oscillations in the behavior of a system of an aircraft, which system receives a reference default and a disturbance variable, which reproduces external disturbances, as inputs, and outputs a system output variable, having steps of:

a) providing a system model for reproducing the system to be monitored, which receives the reference variable, an observer feedback variable and a disturbance model variable as inputs, and outputs, as a function thereof, an estimated system output variable;

b) forming a residuum from a difference between the system output variable and the estimated system output variable;

c) providing an observer feedback, which receives the residuum as an input, and outputs, as a function thereof, the observer feedback variable for dynamic correction of the system model, in such a way that the estimated system output variable follows the system output variable; and

d) providing a disturbance model, which receives the residuum as an input, and outputs, as a function thereof, the disturbance model variable for reproducing effects of the external disturbances on the system model,

wherein the disturbance model variable comprising a dynamic disturbance model variable which is formed using a linear combination of a tuning matrix, an integrator and a disturbance variable matrix, the tuning matrix receiving the residuum as an input, and the disturbance variable matrix outputting the disturbance model variable.

9. The method according to claim 8, wherein when it is established that a further measurement variable of the system is available, the system model is reduced by the further measurement variable, and the further measurement variable is supplied directly to the system model as a further input variable.

10. A non-transitory machine-readable storage medium configured to execute the method according to claim 8 to be carried out on a program-controlled device.

11. A device for the residual analysis of a residuum to detect system errors of a system which receives a temporally variable reference value and a disturbance variable, which represents external disturbances, as inputs, and outputs a system output variable, comprising:

a) an apparatus for generating the residuum at least as a function of reference variable and the system output variable;

b) a comparator unit for providing an analysis result by comparing the residuum (r) with a provided threshold(s);

c) a first unit for providing a constant threshold component;

d) a second unit for providing an adaptive threshold component at least as a function of the temporally variable reference value; and

e) a third unit for providing the threshold by linking the constant threshold component to the adaptive threshold component,

wherein the apparatus for generating the residuum comprises;

a first means comprising a system model for reproducing the system to be monitored, which receives the reference variable, an observer feedback variable and a disturbance model variable as inputs, and outputs, as a function thereof, an estimated system output variable;

a second means for forming a residuum from a difference between the system output variable and the estimated system output variable;

a third means comprising an observer feedback, which receives the residuum as an input, and outputs, as a function thereof, the observer feedback variable for dynamic correction of the system model, in such a way that the estimated system output variable follows the system output variable; and

a fourth means comprising a disturbance model, which receives the residuum as an input, and outputs, as a function thereof, the disturbance model variable for reproducing effects of the external disturbances on the system model, the disturbance model variable being formed as a dynamic disturbance model variable which is formed using a linear combination of a tuning matrix, an integrator, and a disturbance variable matrix, the tuning matrix receiving the residuum as an input, and the disturbance variable matrix outputting the disturbance model variable.

12. The device according to claim 11, wherein the first unit is set up to provide the constant threshold component as a function of an expected inherent measuring noise of the system.

13. The device according to claim 12, wherein the first unit is set up to set the constant threshold component to a minimum value as a function of the expected inherent measuring noise of the system.

14. The device according to claim 11, wherein the second unit is set up to provide the adaptive threshold component as a function of the temporally variable reference value and at least one provided measurement variable of the system.

15. The device according to claim 11, wherein the apparatus for generating the residuum has at least one system model for reproducing the system to be monitored.

16. The device according to claim 15, wherein the second unit is set up to provide the adaptive threshold component as a function of the temporally variable reference value and at least one state variable estimated using the system model.

17. The device according to claim 15, wherein the second unit is set up to provide the adaptive threshold component as a function of the temporally variable reference value and at least one provided measurement variable of the system and/or at least one state variable estimated using the system model.

18. The device according to claim 11, wherein the third unit is set up to add the constant threshold component to the adaptive threshold component to provide the threshold.

19. The device according to claim 11, wherein the comparator unit sets the analysis result to a positive logical value to indicate a system error if the provided residuum is greater than the provided threshold.

20. The device according to claim 19, wherein a fourth unit is provided, and actuates the comparator unit after a particular confirmation period has elapsed.

21. The device according to claim 11, wherein the system errors comprise erroneous transients, drift or oscillations.

22. An aircraft comprising one or more devices according to claim 11.

23. A method for residual analysis of a residuum for detecting system errors in behavior of a system which receives a temporally variable reference value and a disturbance variable, which reproduces external disturbances, as inputs, and outputs a system output variable, the method having steps of:

a) generating a residuum at least as a function of a reference variable and the system output variable;

b) providing a constant threshold component;

c) providing an adaptive threshold component at least as a function of the temporally variable reference value; and

d) providing a threshold by linking the constant threshold component to the adaptive threshold component; and

e) comparing the residuum with the provided threshold to provide an analysis result,

wherein generating a residuum comprises;

providing a system model for reproducing the system to be monitored, which receives the reference variable, an observer feedback variable and a disturbance model variable as inputs, and outputs, as a function thereof, an estimated system output variable;

forming a residuum from difference between the system output variable and the estimated system output variable;

providing an observer feedback, which receives the residuum as an input, and outputs, as a function thereof, the observer feedback variable for dynamic correction of the system model, in such a way that the estimated system output variable follows the system output variable; and

providing a disturbance model, which receives the residuum as an input, and outputs, as a function thereof, the disturbance model variable for reproducing effects of the external disturbances on the system model,

wherein the disturbance model variable comprises a dynamic disturbance model variable which is formed using a linear combination of a tuning matrix, an integrator and a disturbance variable matrix, the tuning matrix receiving the residuum as an input, and the disturbance variable matrix outputting the disturbance model variable.