Multi response optimization of Inconel 625 wire arc deposition for development of additive manufactured components using Grey relational analysis (GRA)

Sarath Dongari, M. Davidson
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引用次数: 1

Abstract

The paper investigates the multi response optimization of single bead deposition characteristics which affects the additive manufactured structures in later stages of multi layered depositions. Inconel 625 single beads were deposited using the cold metal transfer (CMT) based on Wire Arc Additive Manufacturing (WAAM). The bead width, bead height, penetration depth as well as microhardness of the fusion region are considered for the decision criteria models. Grey relational analysis (GRA) is used to solve the multi criteria optimization problem. Analysis of variance has been performed to quantify the parameters effects on grey relational grade (GRG). From the GRA, it is observed that at parameter setting of 110 Amps current, 0.4 mm/sec weld speed, and 4 mm standoff distance gives minimum bead width, minimum bead height, maximum penetration depth, and maximum microhardness.
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基于灰色关联分析(GRA)的增材制造部件开发中Inconel 625丝弧沉积多响应优化
本文研究了影响增材多层沉积后期增材制造结构的单珠沉积特性的多响应优化问题。采用基于电弧增材制造(WAAM)的冷金属转移(CMT)技术沉积了Inconel 625单珠。考虑了熔接区的熔头宽度、熔头高度、熔深和显微硬度作为决策准则模型。采用灰色关联分析(GRA)来解决多准则优化问题。进行方差分析,量化参数对灰色关联度(GRG)的影响。从GRA可以看出,在电流为110安培、焊接速度为0.4 mm/秒、距离为4 mm的条件下,焊头宽度最小、焊头高度最小、焊深最大、显微硬度最大。
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