工业机器人选择的灰色关联方法

K. Muduli, J. Pumwa, D. Yadav, Raj Kumar, S. Tripathy
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引用次数: 2

摘要

机器人在工业,特别是制造业、物流和类似应用中的必要性已经达到了顶峰。因此,在制造环境中,选择一个机械化机器人来执行某些工业任务是一个关键问题。自动化的最新发展已经加强了对具有独特能力、属性和要求的机器人的使用。一个公司在生产力和产品质量方面的竞争力会因为机器人的选择不当而受到不利的影响。对于决策者来说,在众多相互矛盾的定性和定量标准中,很难决定最合适的机器人。因此,灰色关联分析(GRA)是一种有效的估计方法,在国际上广泛应用于多准则决策(MCDM)问题,主要是由于本研究提出了决策中的模糊性。考虑了几个机器人选择参数,并根据灰色关联度采用GRA法对最佳机器人进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Grey Relation Approach for Selection of Industrial Robot
The necessity of robots in industries, especially, manufacturing, logistics, and similar applications has reached the zenith. Therefore, in a manufacturing environment, a crucial problem is to select a mechanized robot for carrying out certain industrial tasks. The latest development in automation has enhanced the use of robots with distinctive abilities, attributes, and requirements. The competitiveness of a company in relation to productivity and quality of products is unfavorably affected through inappropriate choice of robots. For decision makers, it is hard to decide the most suitable robot reflecting on the numerous contradictory qualitative and quantitative criteria. Hence, Grey relational analysis (GRA) is an effective estimation approach, which is internationally employed in multi criterion decision making (MCDM) problems, mainly owing to ambiguity in decisions that has been proposed in this research. A few robot selection parameters were considered, and GRA was employed to evaluate the best robot as per grey relational grade.
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