Constrained Design Optimization of a Long-Reach Dual-Arm Aerial Manipulator for Maintenance Tasks

S. R. Nekoo, A. Suárez, J. Acosta, G. Heredia, A. Ollero
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Abstract

Motivated by the convenience of improving the performance of long-reach aerial manipulators in the realization of maintenance tasks on high-voltage power lines, this paper proposes a constrained design optimization method for dual-arm aerial manipulators intended to reduce the weight while increasing the workspace of the robot. This configuration, in which the arms are separated from the aerial platform through a long reach link similar to a pendulum, improves safety in the interaction with human workers, reduces the electromagnetic interference of high voltage power lines on the electronics, as well as the aerodynamic downwash effect due to the propellers. However, the long-reach link introduces undesired vibrations on the manipulator due to its flexibility, so its length imposes a trade-off between the safety of operation as a positive side-effect and vibration as a negative one. Therefore, the cost function in the optimization problem also accounts for this factor, limiting the vibration to a fixed predefined value. A recent optimization approach is used here to minimize the cost function and solve the problem, verified by particle swarm optimization as a basis to confirm the correctness of the obtained data.
用于维修任务的长臂双臂航空机械臂约束设计优化
基于提高远程高空机械手在实现高压电力线维护任务时的性能便利性,本文提出了一种双臂高空机械手的约束设计优化方法,旨在减轻机器人重量的同时增加机器人的工作空间。在这种配置中,手臂通过类似于钟摆的长臂连接与空中平台分离,提高了与人类工作人员互动的安全性,减少了高压电力线对电子设备的电磁干扰,以及由于螺旋桨造成的空气动力学下洗效应。然而,由于其灵活性,长臂连杆在机械手上引入了不希望的振动,因此其长度在作为积极副作用的操作安全性和作为消极副作用的振动之间施加了权衡。因此,优化问题中的代价函数也考虑了这一因素,将振动限制在一个固定的预定义值。本文采用一种最新的优化方法来最小化代价函数并求解该问题,并以粒子群优化为基础进行验证,以确认所得数据的正确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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