GTAC工艺参数多准则优化决策方法的比较

IF 1.3 Q3 ENGINEERING, MECHANICAL PERIODICA POLYTECHNICA-MECHANICAL ENGINEERING Pub Date : 2022-02-18 DOI:10.3311/ppme.19835
R. Ranjan, A. Saha, Anil Kumar Das Kumar Das
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引用次数: 0

摘要

对气体钨弧熔覆层(GTAC)的研究主要集中在提高熔覆层的微观结构、力学性能和摩擦学性能方面。选择合适的工艺参数是研究人员面临的一个关键问题。行业中的决策者必须根据一组相互矛盾的标准分析各种各样的参数。现在有几种多标准决策(MCDM)技术可用于在这些参数的选择中增加值。本文研究了利用TOPSIS和MOORA技术确定气体钨弧包覆(GTAC)工艺参数的最佳配置。多个性能属性的最佳工艺参数设置为:焊接电流70安培、速度240、氩气流量13、距离3.5 (TOPSIS-PCA);焊接电流50、速度300、氩气流量13、距离3.5 (MOORA-PCA)。通过对MOORA- pca和TOPSIS- pca的比较,证明了TOPSIS技术优于MOORA技术。TOPSIS-PCA混合方法模型的预测精度优于MOORA-PCA技术。
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Comparison of Multi-Criteria Decision Making Methods for Multi Optimization of GTAC Process Parameters
A great deal of investigation on gas tungsten arc cladding (GTAC) is focused on the study of enhancements in the microstructure, mechanical and tribological features of the cladding. The selection of right process parameters is a critical issue for the researchers. Decision makers in the industries must analyze a wide variety of parameters based on a set of contradictory criteria. Several multi-criteria decision-making (MCDM) techniques are now available to add values in selection of these parameters. The application of the TOPSIS and MOORA techniques to identify the best configuration of processing parameters in the gas tungsten arc cladding (GTAC) process is investigated in this work. The best processing parameters set for the multiple performance attributes should be welding current: 70 amp, speed: 240, argon flow: 13 and standoff distance 3.5 (TOPSIS-PCA) and welding current: 50, speed: 300, argon flow: 13 and standoff distance 3.5 (MOORA-PCA).A comparison of MOORA-PCA and TOPSIS-PCA demonstrates the superiority of TOPSIS over MOORA technique. The prediction accuracy of the TOPSIS-PCA hybrid approach model is found better than MOORA-PCA technique.
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来源期刊
CiteScore
2.80
自引率
7.70%
发文量
33
审稿时长
20 weeks
期刊介绍: Periodica Polytechnica is a publisher of the Budapest University of Technology and Economics. It publishes seven international journals (Architecture, Chemical Engineering, Civil Engineering, Electrical Engineering, Mechanical Engineering, Social and Management Sciences, Transportation Engineering). The journals have free electronic versions.
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