Method and system for detecting, isolating and estimating a degradation of a corresponding component of an actuator

Patent metadata

Field	Value
Publication number	US-11828307-B2
Application number	US-202017312142-A
Country	US
Kind code	B2
Filing date	Jan 7, 2020
Priority date	Jan 8, 2019
Publication date	Nov 28, 2023
Grant date	Nov 28, 2023

Abstract

A method and a system are disclosed for detecting, isolating and estimating a degradation of a corresponding component of an actuator controlled by an actuator command signal, the method comprising obtaining a control signal of the actuator; obtaining a signal indicative of a displacement of the actuator; computing an envelope of admissible values for the displacement of the actuator; determining if the displacement of the actuator is outside the computed envelope and in the case where the displacement of the actuator is outside the computed enveloped computing an estimation of each parameter and state of the actuator; identifying at least one corresponding parameter responsible for causing the actuator displacement to be outside the computer envelope and providing an indication of the at least one corresponding parameter.

First claim

The invention claimed is:

1. A system for dynamically detecting, isolating and estimating a degradation of a corresponding component of an actuator controlled by an actuator command signal, the actuator providing a signal indicative of a displacement of said actuator, the system comprising:
a non-transitory storage medium configured for storing actuator parameter data and at least one model of components of the actuator, each component being associated with a corresponding parameter in the actuator parameter data;
a sensor monitoring unit operatively connected to the non-transitory storage medium, the sensor monitoring unit being configured for:
receiving the actuator command signal, the signal indicative of the displacement of said actuator; and
determining a presence of a given oscillation in the signal indicative of the displacement of said actuator by using the at least one model of the components of the actuator based on the signal indicative of displacement of the actuator and the actuator command signal;

a trigger unit operatively connected to the sensor monitoring unit and to the non-transitory storage medium, the trigger unit being configured for:
receiving the actuator command signal, and the signal indicative of the displacement of said actuator;
dynamically computing an envelope of admissible values for the signal indicative of the displacement of said actuator using the at least one model of the components of the actuator; and
determining if the signal indicative of the displacement of said actuator is outside the envelope of admissible values;
in response to the signal indicative of the displacement of the actuator being outside the computed envelope of admissible values, generating a trigger signal;

a parameter and state estimation unit operatively connected to the sensor monitoring unit and to the non-transitory storage medium, the parameter and state estimation unit being configured for:
receiving the actuator command signal and the signal indicative of the displacement of said actuator; and
estimating each corresponding parameter and state of the actuator using the at least one model of the components of the actuator to obtain a signal indicative of a plurality of residual estimations for each corresponding parameter and state of the actuator;

an isolation unit operatively connected to the parameter and state estimation unit and to the trigger unit, the isolation unit being configured for:
receiving the trigger signal;
receiving the signal indicative of the plurality of residual estimations for each corresponding parameter and state of the actuator; and
determining at least one parameter of the actuator responsible for the displacement of said actuator to be outside the envelope of admissible values based on the trigger signal and the signal indicative of the plurality of residual estimations for each corresponding parameter and state of the actuator; and
updating the at least one model with a value of the at least one corresponding parameter responsible for the displacement of said actuator to be outside the envelope of admissible values in the non-transitory storage medium.

2. The system as claimed in claim 1 ,
wherein the sensor monitoring unit is further configured for:
receiving a signal indicative of a displacement of a surface actuated by the actuator; and
and determining at least one of a bias and a drift in at least one of: the signal indicative of a displacement of the actuator and the signal indicative of a displacement of a surface actuated by the actuator.

3. The system as claimed in claim 1 , wherein the isolation unit is configured for dynamically computing the envelope of admissible values using respective models based on respective ranges of admissible values for each respective parameter.

4. The system as claimed in claim 1 , wherein the actuator comprises one of: electro hydraulic servo actuators (EHSA) and electric backup hydraulic actuators (EBHA).

5. The system as claimed in claim 1 , wherein the actuator is associated with a sensor further wherein the system is configured for determining a degradation of the sensor.

6. A method for dynamically detecting, isolating and estimating a degradation of a corresponding component of an actuator controlled by an actuator command signal, the method being executed by at least one processor, the at least one processor having access to at least one model of components of the actuator using actuator parameter data, each component being associated with a corresponding parameter in the actuator parameter data, the method comprising:
obtaining a control signal of the actuator;
obtaining a signal indicative of a displacement of the actuator;
dynamically computing an envelope of admissible values for the signal indicative of the displacement of the actuator;
determining if the signal indicative of the displacement of the actuator is outside the computed envelope of admissible values using the at least one model of the components of the actuator;
in the case where the displacement of the actuator is outside the computed envelope:
computing, using the at least one model, an estimation of each parameter and state of the actuator;
identifying at least one corresponding parameter responsible for causing the signal indicative of the displacement of the actuator to be outside the computed envelope of admissible values; and
updating the at least one model with a value of the at least one corresponding parameter responsible for causing the displacement to be outside the computed envelope.

7. The method as claimed in claim 6 , wherein the control signal is a position control signal.

8. The method as claimed in claim 6 , wherein the control signal is a speed control signal.

9. The method as claimed in claim 6 , further comprising obtaining a signal indicative of a displacement of a surface actuated by the actuator.

10. The method as claimed in claim 6 , wherein the dynamically computing of the envelope of admissible values for the displacement of the actuator is performed using respective models based on respective ranges of admissible values for each respective parameter.

11. A non-transitory computer readable storage medium for storing computer-executable instructions which, when executed, cause a computer processor to perform:
obtaining at least one model of the components of the actuator using the actuator command signal and actuator parameter data, each component being associated with a corresponding parameter in the actuator parameter data;
obtaining a control signal of the actuator;
obtaining a signal indicative of a displacement of the actuator;
computing an envelope of admissible values for the signal indicative of the displacement of the actuator;
determining if the displacement of the actuator is outside the computed envelope;
in the case where the displacement of the actuator is outside the computed enveloped:
computing, using the at least one model of the components of the actuator, an estimation of each parameter and state of the actuator;
identifying at least one corresponding parameter responsible for causing the actuator displacement to be outside the computed envelope of admissible values; and
updating the at least one model with a value of the at least one corresponding parameter responsible for causing the displacement to be outside the computed envelope.

Assignees

• Thales Canada Inc

Inventors

• Castang Fabien

Classifications

• F15B19/005 Primary

  Fault detection or monitoring · CPC title

• G05B19/0425

  Safety, monitoring · CPC title

• G05B23/0235

  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 title

• G05B23/0254

  based on a quantitative model, e.g. mathematical relationships between inputs and outputs; functions: observer, Kalman filter, residual calculation, Neural Networks · CPC title

• G05B2219/24015

  Monitoring · CPC title