亲爱的研友该休息了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!身体可是革命的本钱,早点休息,好梦!

Parameter optimization of T800 coating fabricated by EHLA based on response surface methodology

响应面法 涂层 材料科学 曲面(拓扑) 计算机科学 机械 复合材料 物理 数学 几何学 机器学习
作者
Yong Zhao,Lili Chang,Shichun Jiang,Deqiao Xie,Fei Xing,Hao Shen,Lida Shen,Zongjun Tian
出处
期刊:Optics and Laser Technology [Elsevier BV]
卷期号:158: 108837-108837 被引量:17
标识
DOI:10.1016/j.optlastec.2022.108837
摘要

• RSM was used to establish empirical relationships to predict clad height and Vickers hardness. The predicted values agree well with the experimental results. • The results of the ANOVA tables show that the laser power, surface speed, and overlap rate had the most significant effect on the clad height. The clad height increased with an increase in the laser power and overlap rate, whereas the surface speed had a negative effect. Simultaneously, the laser power and surface speed had the most-significant effects on Vickers hardness. The laser power had a negative effect, whereas the surface speed had a positive effect. • According to the desirability optimization results, the optimal processing parameters of laser power is 5.9 kW, surface speed is 45 m/min, carrier-gas flow rate is 18 L/min, and string overlap is 56 %. T800 coating prepared by these parameters has a clad height in range of 30–40 μm, Vickers hardness in the range of 580–600 HV, and no cracks by EHLA. This coating fabricated by EHLA can be prepared as an alternative to HCPP. Extreme high-speed laser material deposition (EHLA) is a new laser cladding technology which enable ultra-high processing efficiency. It has a higher processing efficiency of as much as 500 cm 2 /min, which is ten times of conventional laser cladding. In this study, EHLA was investigated systematically by depositing Kennametal Stellite Tribaloy 800 alloy (T800) on a 316 L stainless-steel roller. In order to obtain optimal processing parameters of T800 coatings without macroscopic cracks applied by EHLA, the effects of the input processing parameters, i.e., laser power, surface speed, carrier-gas flow rate, and string overlap (%), on the output responses (clad height and Vickers hardness) were analysed by Response surface methodology (RSM) and analysis-of-variance method. RSM was used to design an experimental matrix and quadratic regression model. The analysis-of-variance method was used to analyse and test the developed model. The results show that the predictive quadratic regression models (as shown in Formula 5 and 6) of Clad height and Vickers hardness of the coatings fabricated by EHLA obtained in this paper are accurate and reliable respectively. Combined with the models analysis, the laser power has a positive effect on the clad height of the coating, but a negative effect on the Vickers hardness, and the effect of surface speed is opposite. The last but not least, the clad height and Vickers hardness of no crack T800 coating prepared by optimal processing parameters are 35.8 μm and 602.1HV respectively.

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
爱斯维尔无应助lmy02采纳,获得10
3秒前
爱斯维尔无应助lmy02采纳,获得10
4秒前
5秒前
KKND完成签到,获得积分20
8秒前
爱吃辣条发布了新的文献求助10
8秒前
10秒前
11秒前
13秒前
苏酥发布了新的文献求助10
17秒前
17秒前
21秒前
斯文一笑完成签到 ,获得积分10
38秒前
38秒前
39秒前
41秒前
43秒前
米格叁拾伍完成签到,获得积分10
44秒前
露营发布了新的文献求助10
44秒前
47秒前
露营完成签到,获得积分10
58秒前
乐观秋荷应助苏酥采纳,获得10
58秒前
科研通AI2S应助苏酥采纳,获得10
58秒前
嘻嘻哈哈发布了新的文献求助30
58秒前
1分钟前
充电宝应助科研通管家采纳,获得10
1分钟前
乐乐应助科研通管家采纳,获得10
1分钟前
苏酥完成签到,获得积分20
1分钟前
1分钟前
么么么发布了新的文献求助10
1分钟前
跳跃黄豆完成签到 ,获得积分10
1分钟前
test01完成签到 ,获得积分10
1分钟前
薄雾完成签到,获得积分10
1分钟前
1分钟前
1分钟前
1分钟前
lyy发布了新的文献求助10
1分钟前
lmy02发布了新的文献求助10
1分钟前
山茶花白玫瑰完成签到 ,获得积分10
1分钟前
NattyPoe发布了新的文献求助10
1分钟前
科研通AI2S应助jyt采纳,获得10
1分钟前
高分求助中
Standards for Molecular Testing for Red Cell, Platelet, and Neutrophil Antigens, 7th edition 1000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
Signals, Systems, and Signal Processing 610
脑电大模型与情感脑机接口研究--郑伟龙 500
GMP in Practice: Regulatory Expectations for the Pharmaceutical Industry 500
简明药物化学习题答案 500
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 6299142
求助须知:如何正确求助?哪些是违规求助? 8116175
关于积分的说明 16990934
捐赠科研通 5360362
什么是DOI,文献DOI怎么找? 2847604
邀请新用户注册赠送积分活动 1825080
关于科研通互助平台的介绍 1679373