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Fault-Tolerant Model Predictive Control Trajectory Tracking for a Quadcopter with 4 Faulty Actuators

机译:具有4个故障执行器的Quadcopter的容错模型预测控制轨迹跟踪

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摘要

In this paper, an active fault tolerant control (AFTC) framework is presented, with the ability to automatically estimate and compensate for the Loss Of Effectiveness (LOE) of all actuators of a quadcopter Unmanned Air Vehicle (UAV), while achieving trajectory tracking. The aforementioned AFTC framework consists of a reconfigurable controller based on Nonlinear Model Predictive Control (NMPC), and a fault detection and diagnosis (FDD) module based on a simple and computationally cheap nonlinear algebraic observer algorithm. The presented FDD module estimates the multiplicative faults in all quadcopter actuators simultaneously in an accurate and timely manner. A nonlinear simulation validates the proposed framework and proves a precise trajectory tracking performance in the presence of 4 simultaneous actuator faults. Furthermore, simulation results show that this framework is numerically tractable and real-time applicable, as the ratio of run-time to simulation time is much less than one.
机译:在本文中,提出了一种积极的容错控制(AFTC)框架,其能够自动估计和补偿Quadcopter无人驾驶飞行器(UAV)的所有执行器的有效性(LOE)的损失,同时实现轨迹跟踪。上述AFTC框架包括基于非线性模型预测控制(NMPC)的可重新配置控制器,以及基于简单和计算廉价的非线性代数观察者算法的故障检测和诊断(FDD)模块。所呈现的FDD模块以准确和及时的方式估计所有二拷贝官僚机中的乘法故障。非线性仿真验证所提出的框架,并在4个同时执行器故障的情况下证明了精确的轨迹跟踪性能。此外,仿真结果表明,该框架是数值易行的并且实时适用,随着运行时间与模拟时间的比率远小于1。

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