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基于灰色关联分析的镍铬铝钛基高温合金选择性激光熔化参数的多响应优化

Multiresponse Optimization of Selective Laser Melting Parameters for the Ni-Cr-Al-Ti-Based Superalloy Using Gray Relational Analysis.

作者信息

Agapovichev Anton V, Khaimovich Alexander I, Smelov Vitaliy G, Kokareva Viktoriya V, Zemlyakov Evgeny V, Babkin Konstantin D, Kovchik Anton Y

机构信息

Engine Production Technology Department, Samara National Research University, 34 Moskovskoye Shosse, 443086 Samara, Russia.

Turbomachinery and Heat Transfer Laboratory, Aerospace Engineering Department, Technion-Israel Institute of Technology, Haifa 3200003, Israel.

出版信息

Materials (Basel). 2023 Mar 3;16(5):2088. doi: 10.3390/ma16052088.

Abstract

The selective laser melting technology is of great interest in the aerospace industry since it allows the implementation of more complex part geometries compared to the traditional technologies. This paper presents the results of studies to determine the optimal technological parameters for scanning a Ni-Cr-Al-Ti-based superalloy. However, due to a large number of factors affecting the quality of the parts obtained by selective laser melting technology, the optimization of the technological parameters of the scanning is a difficult task. In this work, the authors made an attempt to optimize the technological scanning parameters which will simultaneously correspond to the maximum values of the mechanical properties ("More is better") and the minimum values of the dimensions of the microstructure defect ("Less is better"). Gray relational analysis was used to find the optimal technological parameters for scanning. Then, the resulting solutions were compared. As a result of the optimization of the technological parameters of the scanning by the gray relational analysis method, it was found that the maximum values of the mechanical properties were achieved simultaneously with the minimum values of the dimensions of a microstructure defect, at a laser power of 250 W and a scanning speed of 1200 mm/s. The authors present the results of the short-term mechanical tests for the uniaxial tension of the cylindrical samples at room temperature.

摘要

选择性激光熔化技术在航空航天工业中备受关注,因为与传统技术相比,它能够实现更复杂的零件几何形状。本文介绍了确定镍铬铝钛基高温合金扫描最佳工艺参数的研究结果。然而,由于影响选择性激光熔化技术所获零件质量的因素众多,扫描工艺参数的优化是一项艰巨任务。在这项工作中,作者尝试优化扫描工艺参数,使其同时对应机械性能的最大值(“越多越好”)和微观结构缺陷尺寸的最小值(“越少越好”)。采用灰色关联分析来寻找扫描的最佳工艺参数。然后,对所得解决方案进行比较。通过灰色关联分析方法对扫描工艺参数进行优化的结果表明,在激光功率为250W和扫描速度为1200mm/s时,机械性能达到最大值的同时,微观结构缺陷尺寸达到最小值。作者展示了圆柱形样品在室温下单轴拉伸的短期力学测试结果。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2a2e/10004078/83eabf09118e/materials-16-02088-g001.jpg

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