Interval Observer-Based Fault Detection and Isolation for Quadrotor UAV With Cable-Suspended Load

被引:1
|
作者
Zhu, Xiaoyuan [1 ]
Li, Yuxue [1 ]
Yin, Guodong [1 ]
Patton, Ron J. [2 ]
机构
[1] Southeast Univ, Sch Mech Engn, Nanjing 211189, Peoples R China
[2] Univ Hull, Sch Engn, Kingston Upon Hull HU6 7RX, England
基金
中国国家自然科学基金;
关键词
Fault detection and isolation (FDI); H-H infinity performance; interval observers; quadrotor unmanned aerial vehicle (UAV); state boundary; DESIGN; DIAGNOSIS; SYSTEMS;
D O I
10.1109/TSMC.2024.3411315
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article proposes an actuator fault detection and isolation (FDI) scheme for quadrotor unmanned aerial vehicle (UAV) with a cable-suspended load. First, a linear parameter-varying (LPV) model of quadrotor UAV is established, in which the effects of cable-suspended load are considered. Then, a state boundary-based FDI design is systemically presented. A bank of interval observers is constructed to build the preliminary upper and lower boundaries of system states under healthy conditions, where H-/H infinity performance is applied to enhance its robustness against disturbances and sensitivity to faults. Furthermore, a novel updating strategy is further proposed to periodically adjust state boundaries to cope with the effects of varying wind disturbances. Finally, based on the QDrone platform, experimental tests under random faults are carried out to verify the effectiveness and performance of the proposed scheme.
引用
收藏
页码:5876 / 5888
页数:13
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