<abstract xmlns="http://www.w3.org/1999/xhtml"> This paper deals with the problem of robust fault detection (FD) for an unmanned aerial vehicle (UAV) flight control system (FCS). A nonlinear model to describe the UAV longitudinal motions is introduced, in which multiple sources of disturbances include wind effects, modeling errors and sensor noises are classified into groups. Then the FD problem is formulated as fault detection filter (FDF) design for a kind of nonlinear discrete time varying systems subject to multiple disturbances. In order to achieve robust FD performance against multiple disturbances, simultaneous disturbance compensation and H1/H∞ optimization are carried out in designing the FDF. The optimality of the proposed FDF is shown in detail. Finally, both simulations and real flight data are applied to validate the proposed method. An improvement of FD performance is achieved compared with the conventional H1/H∞-FDF.</abstract>

This paper deals with the problem of robust fault detection (FD) for an unmanned aerial vehicle (UAV) flight control system (FCS). A nonlinear model to describe the UAV longitudinal motions is introduced, in which multiple sources of disturbances include wind effects, modeling errors and sensor noises are classified into groups. Then the FD problem is formulated as fault detection filter (FDF) design for a kind of nonlinear discrete time varying systems subject to multiple disturbances. In order to achieve robust FD performance against multiple disturbances, simultaneous disturbance compensation and H1/H∞ optimization are carried out in designing the FDF. The optimality of the proposed FDF is shown in detail. Finally, both simulations and real flight data are applied to validate the proposed method. An improvement of FD performance is achieved compared with the conventional H1/H∞-FDF.

Simultaneous Disturbance Compensation and H1/H∞ Optimization In Fault Detection Of UAVs

International Journal of Applied Mathematics and Computer Science

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Simultaneous Disturbance Compensation and H/H Optimization In Fault Detection Of UAVs

This paper deals with the problem of robust fault detection (FD) for an unmanned aerial vehicle (UAV) flight control system (FCS). A nonlinear model to...

Simultaneous Disturbance Compensation and H₁/H_∞ Optimization In Fault Detection Of UAVs

Online veröffentlicht: 29. Juni 2018

Seitenbereich: 349 - 362

Eingereicht: 19. Juni 2017

Akzeptiert: 28. Jan. 2018

DOI: https://doi.org/10.2478/amcs-2018-0026

Schlüsselwörter
fault detection(FD), H1/H∞ optimization, disturbance compensation, unmanned aerial vehicle (UAV)

© 2018 Maiying Zhong, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Simultaneous Disturbance Compensation and H1/H∞ Optimization In Fault Detection Of UAVs

Online veröffentlicht: 29. Juni 2018

Seitenbereich: 349 - 362

Eingereicht: 19. Juni 2017

Akzeptiert: 28. Jan. 2018

DOI: https://doi.org/10.2478/amcs-2018-0026

Schlüsselwörterfault detection(FD), H1/H∞ optimization, disturbance compensation, unmanned aerial vehicle (UAV)

© 2018 Maiying Zhong, published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

Simultaneous Disturbance Compensation and H₁/H_∞ Optimization In Fault Detection Of UAVs

Schlüsselwörter
fault detection(FD), H1/H∞ optimization, disturbance compensation, unmanned aerial vehicle (UAV)