已入深夜,您辛苦了!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!祝你早点完成任务,早点休息,好梦!

Multi-Objective Optimization of Fiber Laser Cutting of Stainless-Steel Plates Using Taguchi-Based Grey Relational Analysis

材料科学 田口方法 灰色关联分析 表面粗糙度 占空比 成形性 机械加工 光纤激光器 轮廓仪 响应面法 复合材料 激光切割 激光器 机械工程 纤维 冶金 光学 计算机科学 数学 电压 工程类 数理经济学 物理 机器学习 电气工程
作者
Yusuf Alptekin Türkkan,Muhammed Aslan,Alper Tarkan,Özgür Aslan,Celalettin Yüce,Nurettin Yavuz
出处
期刊:Metals [Multidisciplinary Digital Publishing Institute]
卷期号:13 (1): 132-132 被引量:19
标识
DOI:10.3390/met13010132
摘要

Stainless-steel has become a widely preferred material type in the marine, aerospace, sanitary, industrial equipment, and construction industries due to its superior corrosion resistance, high mechanic properties, high strength, formability, and thermal and electrical conductivity. In this study, a multi-objective optimization method based on grey relational analysis was employed to optimize the fiber laser-cutting parameters of cutting speed, focal position, frequency, and duty cycle. Surface roughness and kerf width, which are the two most important parameters that determine laser-cutting quality, were simultaneously optimized. In order to assign the optimum level of each parameter individually, the Taguchi technique was applied. The cutting surface morphology was examined according to the grey relational grade with a 3D optical profilometer, and maps of the cutting surfaces were created. According to the results achieved using Analysis of Variance (ANOVA), it was seen that the parameters that affected surface roughness and kerf width the most were duty cycle, with a contribution rate of 49.01%, and frequency, with a contribution rate of 31.2%. Frequency was the most important parameter in terms of multiple responses, with a contribution rate of 18.55%. Duty cycle and focal position were the second and third most effective parameters, respectively. It was determined that the optimum parameter values for minimum surface roughness and minimum kerf width that could be obtained with the fiber laser cutting of 20 mm thick AISI 304L (DIN EN 1.4301) material were 310 mm/min cutting speed, −11 mm focal position, 105 Hz frequency, and 60% duty cycle.
最长约 10秒,即可获得该文献文件

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
喜悦向日葵完成签到 ,获得积分10
1秒前
计蒙发布了新的文献求助10
1秒前
isha完成签到,获得积分20
3秒前
5秒前
cpx完成签到 ,获得积分10
8秒前
wlei发布了新的文献求助10
9秒前
inm323完成签到,获得积分10
10秒前
小马甲应助科研通管家采纳,获得10
11秒前
慕青应助科研通管家采纳,获得10
11秒前
xxx应助科研通管家采纳,获得10
11秒前
11秒前
在水一方应助科研通管家采纳,获得10
11秒前
英姑应助科研通管家采纳,获得10
11秒前
华仔应助科研通管家采纳,获得10
11秒前
科研通AI2S应助科研通管家采纳,获得10
11秒前
科研通AI2S应助科研通管家采纳,获得10
11秒前
科研通AI2S应助科研通管家采纳,获得10
11秒前
xxx应助科研通管家采纳,获得10
11秒前
香蕉觅云应助科研通管家采纳,获得10
11秒前
11秒前
12秒前
横空完成签到,获得积分10
12秒前
12秒前
12秒前
橙汁完成签到,获得积分10
14秒前
欣雪完成签到 ,获得积分10
15秒前
能干小懒虫完成签到,获得积分10
15秒前
漂流的云朵完成签到,获得积分10
17秒前
zzzrrr完成签到 ,获得积分10
17秒前
结实山水完成签到 ,获得积分10
18秒前
pot发布了新的文献求助10
19秒前
领导范儿应助isha采纳,获得10
19秒前
20秒前
坚强飞兰完成签到 ,获得积分10
20秒前
阿九完成签到,获得积分10
21秒前
秋云山月完成签到,获得积分10
21秒前
眼睛大尔白完成签到,获得积分10
21秒前
桐桐应助漂流的云朵采纳,获得10
22秒前
GingerF应助超级小鸭子采纳,获得100
22秒前
阿九发布了新的文献求助10
23秒前
高分求助中
Malcolm Fraser : a biography 680
Signals, Systems, and Signal Processing 610
天津市智库成果选编 600
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
Organic Reactions Volume 118 400
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 6456519
求助须知:如何正确求助?哪些是违规求助? 8266817
关于积分的说明 17619890
捐赠科研通 5523398
什么是DOI,文献DOI怎么找? 2905168
邀请新用户注册赠送积分活动 1881860
关于科研通互助平台的介绍 1725445