AI-based fault-tolerant controller design for handling both actuator and sensor faults of multirotors

被引:1
|
作者
Huang, S. [1 ]
Liao, F. [1 ]
Teo, R. [1 ]
机构
[1] Natl Univ Singapore, Temasek Labs, Singapore, Singapore
关键词
UNMANNED AERIAL VEHICLES; DIAGNOSIS;
D O I
10.1109/ICUAS54217.2022.9836113
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The main contribution of this paper is to present a control scheme that can be used to handle both actuator and sensor faults. The proposed control uses neural networks to learn faulty behaviors and compensate the effects of faults in multi-rotors. Experimental test has been conducted to demonstrate the effectiveness of the proposed scheme.
引用
收藏
页码:599 / 607
页数:9
相关论文
共 50 条
  • [21] Adaptive Fault-tolerant H∞ Compensation Controller Design with Actuator Failures
    Jin, Xiao-Zheng
    Yang, Guang-Hong
    2009 AMERICAN CONTROL CONFERENCE, VOLS 1-9, 2009, : 5516 - 5521
  • [22] Design of an actuator fault-tolerant controller for an air vehicle with nonlinear dynamics
    Roshanravan, Sajad
    Gendeshmin, Behnam Sobhani
    Shamaghdari, Saeed
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART G-JOURNAL OF AEROSPACE ENGINEERING, 2019, 233 (10) : 3534 - 3546
  • [23] Design of passive fault-tolerant flight controller against actuator failures
    Zhang, Youmin (youmin.zhang@concordia.ca), 1600, Chinese Journal of Aeronautics (28):
  • [24] Design of passive fault-tolerant flight controller against actuator failures
    Yu Xiang
    Zhang Youmin
    Chinese Journal of Aeronautics, 2015, 28 (01) : 180 - 190
  • [25] Passive Fault-Tolerant Flight Controller Design against Actuator Outages
    Yu, Xiang
    Zhang, Youmin
    2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 1276 - 1281
  • [26] Design of passive fault-tolerant flight controller against actuator failures
    Xiang, Yu
    Zhang Youmin
    CHINESE JOURNAL OF AERONAUTICS, 2015, 28 (01) : 180 - 190
  • [27] Adaptive active fault-tolerant controller design for high-speed trains subject to unknown actuator faults
    Lin, Xue
    Dong, Hairong
    Yao, Xiuming
    Cai, Baigen
    VEHICLE SYSTEM DYNAMICS, 2018, 56 (11) : 1717 - 1733
  • [28] CNN-Based Intelligent Fault-Tolerant Control Design for Turbofan Engines With Actuator Faults
    Cheng, Dingding
    Liu, Lijun
    Yu, Zhen
    IEEE ACCESS, 2021, 9 : 28122 - 28139
  • [29] Fault-tolerant control against stuck actuator faults
    Chen, W
    Jiang, J
    IEE PROCEEDINGS-CONTROL THEORY AND APPLICATIONS, 2005, 152 (02): : 138 - 146
  • [30] Fault-tolerant control method for actuator and component faults
    Theilliol, D
    Noura, H
    Sauter, D
    PROCEEDINGS OF THE 37TH IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, 1998, : 604 - 609