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arXiv 2408.03098eess.SYcs.ROcs.SY
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存在外部振动与不确定负载时机器人机械臂的专用非线性控制

Dedicated Nonlinear Control of Robot Manipulators in the Presence of External Vibration and Uncertain Payload

Salahaddin University-Erbil(萨拉赫丁埃尔比勒大学);University of Kurdistan Hewler(库尔德斯坦休勒大学);University of Florida(佛罗里达大学)

Mustafa M. Mustafa, Carl D. Crane, Ibrahim Hamarash

AI总结:

针对机器人机械臂在外部振动和不确定负载下的关节空间跟踪控制问题,提出两种利用不确定力矩性质的非线性控制方法,并通过Lyapunov分析和仿真验证了控制器的稳定性与有效性。

摘要:

机器人机械臂经常需要在存在振动的环境中工作,并且会受到负载不确定性的影响。为这些机器人提供具有可实现力矩输入的精确跟踪控制设计是一个复杂的课题。本文提出了两种方法来解决这一问题。这些方法考虑了在由外部振动和负载变化引起的非线性不确定力矩存在的情况下的关节空间跟踪控制设计。两种方法都利用了不确定力矩的性质。第一种方法基于有界性性质,而第二种方法同时考虑了可微性和有界性。从每种方法推导出的控制器在精度、控制代价和扰动特性方面有所不同。利用基于Lyapunov的分析来保证每种情况下控制设计的稳定性。仿真结果验证了这些方法并展示了控制器的性能。所推导的控制器以所述性质为代价,表现出了稳定的结果。

英文摘要:

Robot manipulators are often tasked with working in environments with vibrations and are subject to load uncertainty. Providing an accurate tracking control design with implementable torque input for these robots is a complex topic. This paper presents two approaches to solve this problem. The approaches consider joint space tracking control design in the presence of nonlinear uncertain torques caused by external vibration and payload variation. The properties of the uncertain torques are used in both approaches. The first approach is based on the boundedness property, while the second approach considers the differentiability and boundedness together. The controllers derived from each approach differ from the perspectives of accuracy, control effort, and disturbance properties. A Lyapunov-based analysis is utilized to guarantee the stability of the control design in each case. Simulation results validate the approaches and demonstrate the performance of the controllers. The derived controllers show stable results at the cost of the mentioned properties.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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