Multi-response optimisation of wire-arc additive manufacturing process parameters for AISI 4130 steel during remanufacturing process

再制造 材料科学 田口方法 正交数组 压痕硬度 气体保护金属极电弧焊 冶金 电压 极限抗拉强度 焊接 微观结构 复合材料 机械工程 工程类 电弧焊 电气工程
作者
Talent Kachomba,James Mutua,Japheth Obiko,Joshua Ngoret
出处
期刊:Materials research express [IOP Publishing]
卷期号:11 (5): 056503-056503 被引量:3
标识
DOI:10.1088/2053-1591/ad425a
摘要

Abstract Wire-arc additive manufacturing (WAAM) has emerged as a critical tool for remanufacturing industrial components. A limited understanding of this technique for quality product manufacturing has hindered its utilisation for industrial applications. This study reports on the optimisation of WAAM process parameters for AISI 4130 steel towards remanufacturing of high-quality products for industrial applications. AISI 4130 steel was selected for this study due to its high strength-to-weight ratio, excellent weldability, and suitability for the WAAM process. Taguchi’s Grey Relational Analysis (GRA) used four factors and three levels in the multiple response optimisation process. The study considered process parameters voltage, current, travel speed and gas flow in the gas metal arc welding (GMAW)-based WAAM technique. Analysis of Variance (ANOVA) results show that voltage, travel speed and gas flow significantly affect material deposition. Voltage had the highest significance (31.61%) compared to other parameters. The optimised process parameters were found to be: voltage –23 V, current –100 A, travel speed −350 mm min −1 , and gas flow −10 L min −1 . These parameters resulted in tensile residual stresses of 25 ± 74 MPa, microhardness of 171.4 ± 12.2 HV 0.3 , and a relative density of 98.21%. The microstructural analysis reveals the existence of predominant ferritic and pearlitic colonies. This is due to compounded thermal stresses during the deposition process and alloy composition resulting in tailored microstructure and mechanical properties. The study provides some insights into the WAAM remanufacturing process for producing highly quality industrial components.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
抱抱你发布了新的文献求助10
1秒前
2秒前
2秒前
hfmaize111完成签到,获得积分10
3秒前
完美世界应助pojian采纳,获得10
3秒前
4秒前
galaxy发布了新的文献求助10
4秒前
5秒前
6秒前
6秒前
guyuan发布了新的文献求助10
6秒前
丘比特应助发呆小蜗采纳,获得10
6秒前
DrWho1985发布了新的文献求助10
6秒前
7秒前
上官若男应助dery采纳,获得10
7秒前
圣诞节完成签到 ,获得积分10
7秒前
arniu2008发布了新的文献求助10
8秒前
8秒前
8秒前
霸气的惜天完成签到,获得积分10
8秒前
沙拉酱发布了新的文献求助10
9秒前
10秒前
11秒前
11秒前
zzx完成签到,获得积分10
11秒前
无花果应助Amber采纳,获得10
11秒前
Lanyiyang完成签到,获得积分10
11秒前
12秒前
13秒前
xixi发布了新的文献求助10
13秒前
gg发布了新的文献求助10
14秒前
Lucas应助arniu2008采纳,获得10
15秒前
Mia233发布了新的文献求助10
17秒前
17秒前
17秒前
mmmmm发布了新的文献求助10
17秒前
黑虎发布了新的文献求助10
18秒前
pojian发布了新的文献求助10
18秒前
LLLLLispector发布了新的文献求助10
18秒前
19秒前
高分求助中
Overcoming Stigma and Bias in Obesity Management 800
Malcolm Fraser : a biography 700
Signals, Systems, and Signal Processing 610
Bounds for Statistical Estimation in Semiparametric Models 500
Climate change and sports: Statistics report on climate change and sports 500
Forced degradation and stability indicating LC method for Letrozole: A stress testing guide 500
A Foreign Missionary on the Long March: The Unpublished Memoirs of Arnolis Hayman of the China Inland Mission 400
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6466993
求助须知:如何正确求助?哪些是违规求助? 8273199
关于积分的说明 17640227
捐赠科研通 5542187
什么是DOI,文献DOI怎么找? 2908098
邀请新用户注册赠送积分活动 1885061
关于科研通互助平台的介绍 1733378