A method to minimise the energy consumption of an industrial robot

Q2 Social Sciences
A. Manmadhachary, P.S.M.C. Chanakya
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引用次数: 0

Abstract

This paper presents an efficient methodology for minimising the energy or power consumption of industrial robot arm. A popular industrial robot is taken as an example to do the analysis, the dimensions of this robot are used to find the joint angles through inverse kinematics, these are used to form energy function. The energy function is dependent on joint angles of the arm, which are derived from the inverse kinematics, and control attributes like friction between joints, movement, settling time and forces acting on the joints. Optimising the energy function will give a set of joint angles which consume minimal energy to perform the required task and also help to predict which optimisation technique (genetic algorithm, artificial neural networks and analytical hierarchy process) is suitable or gives better results for the desired need. In this work the energy function value is reduced by 11% from the original base value.
一种最小化工业机器人能耗的方法
本文提出了一种有效的方法来最小化工业机器人手臂的能量或功率消耗。以一个流行的工业机器人为例进行分析,利用该机器人的尺寸通过逆运动学求出关节角度,形成能量函数。能量函数取决于手臂的关节角度,这些角度来自反向运动学,以及控制属性,如关节之间的摩擦力、运动、稳定时间和作用在关节上的力。优化能量函数将给出一组关节角,这些关节角消耗最少的能量来执行所需任务,并有助于预测哪种优化技术(遗传算法、人工神经网络和层次分析过程)适合或给出更好的结果来满足所需需。在这项工作中,能量函数值从原始基本值减少了11%。
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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来源期刊
International Journal of Energy Technology and Policy
International Journal of Energy Technology and Policy Social Sciences-Geography, Planning and Development
CiteScore
1.50
自引率
0.00%
发文量
16
期刊介绍: The IJETP is a vehicle to provide a refereed and authoritative source of information in the field of energy technology and policy.
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