基于多属性综合决策方法的干式加工过程参数分析

IF 1.4 Q3 OPERATIONS RESEARCH & MANAGEMENT SCIENCE
G. Kumar, A. Ramaa, M. Shilpa
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引用次数: 1

摘要

在大多数机械加工过程中,选择正确的工艺参数会影响加工过程和输出响应,如可加工性和表面粗糙度。在这种情况下,估计输出响应之间的相互关系是很重要的。其中一种方法,决策试验和评估实验室(DEMATEL)被用于研究输出响应的相互关系。在输出响应本质上存在冲突的情况下,适当权重的估计也至关重要。在目前的研究中,DEMATEL技术用于估计干燥条件下en24合金加工输出响应的相互关系。采用准则间关联法(CRITIC)对权重进行估计,最后采用TOPSIS方法对加工参数进行优化选择。所建立的模型可以指导决策者选择精确的权重、估计响应之间的相互关系以及选择最优的工艺参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Parametric analysis of dry machining process using a novel integrated multi-attribute decision making approach
In most of the machining processes, the complexity arises in the selection of the right process parameters, which influence the machining process and output responses such as machinability and surface roughness. In such situations, it is important to estimate the inter-relationships among the output responses. One such method, Decision-Making Trial and Evaluation Laboratory (DEMATEL) is applied to study the inter-relationships of the output responses. Estimation of proper weights is also crucial where the output responses are conflicting in nature. In the current study, DEMATEL technique is used for estimating the inter-relationships for output responses in machining of EN 24 alloy under dry conditions. CRiteria Importance Through Inter-criteria Correlation (CRITIC) method is used to estimate the weights and finally the optimal selection of machining parameters is carried out using Techniques for Order Preference by Similarity to an Ideal Solution (TOPSIS) method. The model developed guides the decision maker in selection of precise weights, estimation of the inter relationships among the responses and selection of optimal process parameters.
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来源期刊
Decision Science Letters
Decision Science Letters Decision Sciences-Decision Sciences (all)
CiteScore
3.40
自引率
5.30%
发文量
49
审稿时长
20 weeks
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