自由漂浮空间机械臂系统基于模型/模型预测控制设计

Evangelos Psomiadis, E. Papadopoulos
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引用次数: 4

摘要

卫星和空间碎片的迅速增加要求具备先进的在轨操作能力。对人类的敌对环境和在轨操作要求的高精度和鲁棒性使空间机械臂系统成为合适的选择。这项工作提出了一种易于应用,计算成本低,非线性和鲁棒的空间自由浮动SMS (FFSMS)笛卡尔控制律。控制器由两个基本部分组成。第一种是基于模型(MB)的控制器,它使系统线性化并保证规定的性能。第二种是模型预测控制器(MPC),它集成了模型,并在参数不确定性、噪声和干扰补偿的情况下提供最优性能。将输入和输出约束整合到后者中,以提高其性能。使用Matlab/Simulink和MSC Adams对平面模型进行数值模拟,在需要在参数不确定性、干扰和传感器噪声存在的情况下移动捕获对象的任务期间,与常规MB/PID控制器相比,MB/MPC的精度更高。蒙特卡罗仿真结果表明,MB/MPC算法具有较高的精度。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-Based/Model Predictive Control Design for Free Floating Space Manipulator Systems
The rapid increase in satellites and space debris mandates advanced capabilities for on-orbit operations. The hostile-to-human environment and the required high accuracy and robustness of on-orbit operations render Space Manipulator Systems (SMS) the appropriate choice. This work proposes an easily applicable, computationally inexpensive, nonlinear, and robust Cartesian control law for spatial Free-Floating SMS (FFSMS). The controller consists of two fundamental parts. The first is a Model-Based (MB) controller, which linearizes the system and guarantees prescribed performance. The second is a Model Predictive Controller (MPC), which integrates the model and provides optimal performance with parametric uncertainty, noise, and disturbances compensation. Input and output constraints are integrated into the latter to improve its performance. Numerical simulations for a planar model using Matlab/Simulink and MSC Adams highlight the MB/MPC’s increased accuracy in comparison to a regular MB/PID controller, during a task that requires moving a captured object in the presence of parametric uncertainty, disturbances, and sensor noise. Monte-Carlo simulations substantiate the higher accuracy achieved by the MB/MPC.
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