基于灰狼优化算法的非常规四旋翼自抗扰控制

Kamel Kadri, F. Boudjema, Yasser Bouzid, M. Ghazali, Hichem Sahouli
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引用次数: 1

摘要

可变形无人机系统的动力学是复杂的,因为它包含了一些非线性和控制不确定性。此外,还会受到由结构转变(旋转臂)引起的未知和不可测量的内部和/或外部干扰。这些复杂的动态需要先进的干扰抑制技术来控制干扰。在这项工作中,我们建议使用自抗扰控制(ADRC)方法作为替代解决方案来解决非线性系统中未知的内部和外部干扰问题。在我们的应用中,我们选择了可重构四旋翼非线性系统作为可变形的无人机系统,并使用灰狼算法(GWO)合成了所有的自抗扰系数。仿真结果表明,所选系统具有良好的抗干扰性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Active Disturbance Rejection Control of Unconventional Quadrotor based on Grey Wolf Optimization Algorithm
The dynamics of transformable unmanned aerial systems are complex since it includes some non-linearities and control uncertainty. Furthermore, there are subjected to unknown and unmeasurable internal and/or external disturbances caused by structural transformation (rotating arms). These complex dynamics require an advanced disturbance rejection technique to manage the disturbances. In this work, we suggest using the Active Disturbance Rejection Control (ADRC) method as a substitute solution to address the issue of unknown internal and external disturbances in nonlinear systems. We have opted in our application for the reconfigurable quadrotor nonlinear system as a Transformable Unmanned Aerial System, and all of the ADRC coefficients have been synthesized using the Grey Wolf algorithm (GWO). Simulation results obtained from our chosen system are given to show good performance in terms of disturbance rejection.
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