基于非线性MPC的升翼多旋翼机容错控制

IF 4.6 2区 计算机科学 Q2 ROBOTICS
Xinquan Chen;Shuai Wang;Haixin Zhao;Kai-Yuan Cai;Quan Quan
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引用次数: 0

摘要

这封信提出了一个容错控制(FTC)框架,用于一种新型的飞机起重翼多旋翼直升机。该框架的核心是一个基于非线性模型预测控制(NMPC)的姿态控制器,其中NMPC的目标函数是在本文理论推导的升力翼多旋翼直升机放松悬停解的基础上设计的。松弛悬停方案的存在表明,尽管升力翼引入了复杂的气动力和力矩,但通过牺牲偏航控制仍然可以实现稳定的姿态控制。此外,FTC框架结合了一个基于扩展卡尔曼滤波器(EKF)的干扰观测器,允许升翼多旋翼直升机即使在存在模型误差、传感器噪声和执行器响应延迟的情况下也能保持FTC。首先,进行了环中模型(MIL)仿真来验证控制逻辑的可行性。随后,利用机载传感器和GPS进行了实际实验,验证了升力翼多旋翼在单旋翼故障和两种相反旋翼故障情况下均能保持稳定的姿态控制和位置外环控制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fault-Tolerant Control of Lifting-Wing Multicopter Based on Nonlinear MPC
This letter proposes a fault-tolerant control (FTC) framework for a novel type of aircraft—lifting-wing multicopters. The core of the framework is an attitude controller based on nonlinear model predictive control (NMPC), where the objective function of the NMPC is designed on the basis of the relaxed hover solution for lifting-wing multicopters, derived theoretically in this letter. The existence of the relaxed hover solution demonstrates that, despite the complex aerodynamic forces and moments introduced by the lifting wings, stable attitude control can still be achieved by sacrificing yaw control. Additionally, the FTC framework incorporates a disturbance observer based on the Extended Kalman Filter (EKF), allowing the lifting-wing multicopter to maintain FTC even in the presence of model errors, sensor noise, and actuator response delays. Initially, Model-in-the-Loop (MIL) simulations were conducted to verify the feasibility of the control logic. Subsequently, real-world experiments using onboard sensors and GPS demonstrated that the lifting-wing multicopter could maintain stable attitude control and perform outer-loop position control under single rotor failure as well as two opposite rotor failure conditions.
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来源期刊
IEEE Robotics and Automation Letters
IEEE Robotics and Automation Letters Computer Science-Computer Science Applications
CiteScore
9.60
自引率
15.40%
发文量
1428
期刊介绍: The scope of this journal is to publish peer-reviewed articles that provide a timely and concise account of innovative research ideas and application results, reporting significant theoretical findings and application case studies in areas of robotics and automation.
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