基于动力学模型的机器人关节电机模块鲁棒控制器设计

IF 1.7 3区 物理与天体物理 Q3 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Applied Superconductivity Pub Date : 2024-09-20 DOI:10.1109/TASC.2024.3465448
Xiaofei Chen;Han Zhao;Junhui Cheng
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引用次数: 0

摘要

关节电机模块是协作机器人的关键部件,对机器人的整体性能有着直接而重大的影响。本研究致力于开发一种基于模型的创新型鲁棒控制器,旨在提高关节电机模块的控制精度和动态响应。从关节电机模块的动态模型开始,我们设计了控制器,并通过理论分析验证了其稳定性。我们使用 MATLAB 对位置阶跃响应和正弦信号跟踪进行了仿真,以比较新型橡胶控制器、基于模型的比例控制器和标准 PID 控制器的工作性能。仿真结果清楚地表明,新设计的鲁棒控制器在动态响应和减少稳态误差方面优于其他控制器。这使得它成为一种巧妙的方法,可以高精度地控制关节电机模块,并保持系统稳定。
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Robust Controller Design for Robot Joint Motor Modules Based on Dynamical Model
The joint motor module, being a pivotal component of collaborative robots, exerts a direct and substantial influence on the overall performance of the robot. This research endeavors to develop an innovative model-based robust controller aimed at enhancing control accuracy and the dynamic response of joint motor modules. Commencing with the dynamic model of the joint motor modules, we devised the controller and verified its stability through theoretical analysis. A MATLAB simulation of position step response and sinusoidal signal tracking is used to compare how well the new rubber controller, the model-based proportion controller, and the standard PID controller work. The simulations clearly show that the newly designed robust controller is better than others in terms of dynamic response and steady-state error reduction. This makes it a clever way to control joint motor modules with high precision and keep the system stable.
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来源期刊
IEEE Transactions on Applied Superconductivity
IEEE Transactions on Applied Superconductivity 工程技术-工程:电子与电气
CiteScore
3.50
自引率
33.30%
发文量
650
审稿时长
2.3 months
期刊介绍: IEEE Transactions on Applied Superconductivity (TAS) contains articles on the applications of superconductivity and other relevant technology. Electronic applications include analog and digital circuits employing thin films and active devices such as Josephson junctions. Large scale applications include magnets for power applications such as motors and generators, for magnetic resonance, for accelerators, and cable applications such as power transmission.
期刊最新文献
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