An adaptive composite anti-disturbance control for slung payload stabilization of an unmanned tandem helicopter

IF 5.8 1区 工程技术 Q1 ENGINEERING, AEROSPACE
Yuxiang Hou, Xiaoguang Li, Shubo Wang
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引用次数: 0

Abstract

Aiming to address the problem of slung payload swing during trajectory tracking flight of an unmanned tandem helicopter in disturbed environments, an adaptive composite anti-disturbance control (ACADC) strategy is designed. The strategy is composed of active disturbance rejection control (ADRC) and adaptive radial basis function (RBF) neural network control, which is used for real-time estimation of the total disturbance, including disturbances caused by the suspended payload. A dynamic adjustment strategy driven by error has been proposed to adaptively tune the gain of the extended state observer (ESO). In the absence of a sensor capable of measuring the payload state, the RBF neural network is employed to approximate and compensate for hysteresis responses in the suspended payload. Furthermore, the stability of the proposed control strategy is analyzed using Lyapunov theory. Finally, the simulation verified the effectiveness and robustness of the adaptive control strategy under disturbance conditions. After applying the adaptive compensation strategy, the proposed control strategy effectively suppresses payload oscillation caused by disturbance and sudden trajectory changes while ensuring trajectory tracking accuracy.
无人串联直升机吊挂载荷稳定的自适应复合抗干扰控制
针对无人串联直升机在扰动环境下的轨迹跟踪飞行中存在的吊挂载荷摆动问题,设计了一种自适应复合扰动控制策略。该策略由自抗扰控制(ADRC)和自适应径向基函数(RBF)神经网络控制组成,用于实时估计总扰动,包括悬挂载荷引起的扰动。提出了一种由误差驱动的动态调整策略,对扩展状态观测器的增益进行自适应调整。在没有能够测量载荷状态的传感器的情况下,采用RBF神经网络对悬挂载荷的滞后响应进行近似和补偿。利用李亚普诺夫理论分析了所提控制策略的稳定性。最后通过仿真验证了该自适应控制策略在扰动条件下的有效性和鲁棒性。采用自适应补偿策略后,在保证弹道跟踪精度的同时,有效地抑制了干扰和弹道突变引起的载荷振荡。
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来源期刊
Aerospace Science and Technology
Aerospace Science and Technology 工程技术-工程:宇航
CiteScore
10.30
自引率
28.60%
发文量
654
审稿时长
54 days
期刊介绍: Aerospace Science and Technology publishes articles of outstanding scientific quality. Each article is reviewed by two referees. The journal welcomes papers from a wide range of countries. This journal publishes original papers, review articles and short communications related to all fields of aerospace research, fundamental and applied, potential applications of which are clearly related to: • The design and the manufacture of aircraft, helicopters, missiles, launchers and satellites • The control of their environment • The study of various systems they are involved in, as supports or as targets. Authors are invited to submit papers on new advances in the following topics to aerospace applications: • Fluid dynamics • Energetics and propulsion • Materials and structures • Flight mechanics • Navigation, guidance and control • Acoustics • Optics • Electromagnetism and radar • Signal and image processing • Information processing • Data fusion • Decision aid • Human behaviour • Robotics and intelligent systems • Complex system engineering. Etc.
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