故障检测与隔离
分离(微生物学)
观察员(物理)
区间(图论)
控制理论(社会学)
断层(地质)
计算机科学
工程类
地质学
人工智能
物理
数学
生物
地震学
执行机构
控制(管理)
量子力学
组合数学
微生物学
作者
Xiaoyuan Zhu,Yuxue Li,Guodong Yin,Ron J. Patton
出处
期刊:IEEE transactions on systems, man, and cybernetics
[Institute of Electrical and Electronics Engineers]
日期:2024-07-02
卷期号:54 (10): 5876-5888
标识
DOI:10.1109/tsmc.2024.3411315
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 $H_{-}/H_{\infty }$ 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.
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