灰色环境下机械工程碳纳米管选择的AHP耦合多准则决策方法

Q4 Engineering
Syed Abou Iltaf Hussain, S. Shabnam, U. Mandal, S. Mondal
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引用次数: 2

摘要

在碳纳米管(CNTs)被发现后,由于其独特的机械和电子性能,人们对其应用进行了广泛的研究。本研究的综合目的是提出一个稳健的数学模型,以选择在机械工程应用中最合适的CNT形式。CNT的一个独特方面是,它们在具有最大和最小极限的机械性能方面表现出不同的值。出于这个原因,备选方案的评级是以相对于标准的区间值的形式进行的。替代方案是可用于机械工程目的的不同形式的CNT,而标准是不同的机械性能。因此,选择最合适的CNT是灰色环境下的多准则决策问题。针对灰色环境下的选择问题,提出了层次分析法(AHP)与复比例评估法(COPRAS)相结合,并提出了一种与理想解相似的排序偏好技术(TOPSIS)。为了检验模型的稳健性,对所提出的模型进行了灵敏度分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
AHP coupled multi-criteria decision making approach for selection of carbon nanotube applied in mechanical engineering under grey-environment
After the discovery of carbon nanotubes (CNTs), a vast research is conducted on their application because of their unique mechanical and electronic properties. The comprehensive intention of this study is to propose a robust mathematical model to select the most suitable form of CNT in mechanical engineering application. One unique aspect of CNTs is that they exhibit different values for a mechanical property with maximum and minimum limits. For this reason the rating of the alternatives is in the form of interval values with respect to the criteria. The alternatives are the different forms of CNTs available that are used for mechanical engineering purposes, whereas the criteria are the different mechanical properties. Hence, selection of the most suitable CNT is a multi-criteria decision making (MCDM) problem under grey environment. Analytical hierarchy process (AHP) coupled with complex proportional assessment (COPRAS) and a technique for order preference by similarity to ideal solution (TOPSIS) method is proposed for the selection under grey environment. In order to test the robustness of the model, a sensitivity analysis for the proposed model is conducted.
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