Energy loss optimisation of a robotic arm

Paulo A. Salgado, T. Perdicoulis, P. Santos
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Abstract

The use of robots is widely spread across the industry. It is paramount that the robot end-effector tracks a pre-defined trajectory with the lowest energy loss. To contribute to the solution of this problem, the robot trajectory is defined using a tracking parameter which is optimised using the Matlab® fntinunc function and the Particle Swam optimisation algorithm. This approach was tested for a case study with the energy loss being reduced in approximately 96.15%.
机械臂能量损失优化
机器人的使用在整个行业广泛传播。最重要的是,机器人末端执行器跟踪预定的轨迹与最低的能量损失。为了解决这个问题,使用跟踪参数定义机器人轨迹,该参数使用Matlab®fntinunc函数和Particle swim优化算法进行优化。该方法在一个案例研究中进行了测试,能量损失降低了约96.15%。
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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