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Decentralized fractional-order backstepping fault-tolerant control of multi-UAVs against actuator faults and wind effects

机译:分散的分数级逆时针,对执行器故障和风效的多无人机的耐用控制

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摘要

Concurrent occurrences of actuator faults and wind effects can significantly threaten the flight safety of multiple unmanned aerial vehicles (multi-UAVs). To address this difficult control problem against actuator faults and wind effects, a composite decentralized fractional-order (FO) backstepping adaptive neural fault-tolerant control (FTC) method is presented for the attitude synchronization tracking of multi-UAVs, which is integrated with neural networks (NNs), disturbance observers (DOs), FO calculus, and high-order sliding-mode differentiators (HOSMDs). The distinctive feature of this work is addressing the attitude synchronization tracking control problem with actuator faults and wind effects in a decentralized framework and proposing a composite approximation method for multi-UAVs. It is shown that by using Lyapunov methods the synchronization tracking control is achieved even when multi-UAVs simultaneously encounter wind effects and actuator faults. Comparative simulation results illustrate the theoretical feasibility. (C) 2020 Elsevier Masson SAS. All rights reserved.
机译:执行器断层和风效的并发发生可能会显着威胁到多个无人驾驶车辆(多UVS)的飞行安全。为了解决这个困难的控制问题,防止执行器故障和风效,提出了一种复合分散的分数(FO)反向梗自适应神经容错控制(FTC)方法,用于多UVS的姿态同步跟踪,其与神经有限网络(NNS),扰动观察者(DOS),微积分和高阶滑模差分(HOSMD)。这项工作的独特特征在于在分散的框架中解决了执行器故障和风效的姿态同步跟踪控制问题,并提出了一种多UVS的复合近似方法。结果表明,通过使用Lyapunov方法,即使多无人机同时遇到风效和执行器故障,也可以实现同步跟踪控制。比较仿真结果说明了理论可行性。 (c)2020 Elsevier Masson SAS。版权所有。

著录项

  • 来源
    《Aerospace science and technology》 |2020年第9期|105939.1-105939.18|共18页
  • 作者单位

    Nanjing Univ Aeronaut & Astronaut Coll Automat Engn Nanjing 211106 Peoples R China|Northwestern Polytech Univ Sch Automat Xian 710129 Peoples R China;

    Concordia Univ Dept Mech Ind & Aerosp Engn Montreal PQ H3G 1M8 Canada;

    Nanjing Univ Aeronaut & Astronaut Coll Automat Engn Nanjing 211106 Peoples R China;

    Concordia Univ Dept Mech Ind & Aerosp Engn Montreal PQ H3G 1M8 Canada;

    Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China;

    Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China;

    Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Unmanned aerial vehicles; Fault-tolerant control; Fractional-order control; Actuator faults; Wind effects;

    机译:无人驾驶飞行器;容错控制;分数控制;执行器故障;风效应;
  • 入库时间 2022-08-18 21:47:13

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