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 [MDPI AG]
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.

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
量子星尘发布了新的文献求助10
1秒前
英雄小伙伴完成签到,获得积分10
1秒前
3秒前
独孤幻月96应助网友小苏采纳,获得10
4秒前
4秒前
源源发布了新的文献求助10
5秒前
dmsoli发布了新的文献求助10
5秒前
5秒前
阿赵发布了新的文献求助10
6秒前
liuhanda完成签到,获得积分10
6秒前
6秒前
6秒前
Wind应助WILD采纳,获得10
8秒前
聆听发布了新的文献求助10
10秒前
10秒前
万能图书馆应助哈哈哈采纳,获得10
11秒前
小马甲应助dspan采纳,获得10
11秒前
11秒前
11秒前
11秒前
12秒前
雄关漫道完成签到,获得积分10
12秒前
百里健柏完成签到,获得积分10
13秒前
英姑应助回首采纳,获得10
14秒前
温柔冥幽完成签到,获得积分10
16秒前
李嘉图发布了新的文献求助10
16秒前
wang发布了新的文献求助10
16秒前
16秒前
fxs666完成签到 ,获得积分10
17秒前
17秒前
由山完成签到,获得积分10
17秒前
量子星尘发布了新的文献求助10
17秒前
NexusExplorer应助Mira采纳,获得10
19秒前
黎L发布了新的文献求助10
20秒前
xuhaoo0125发布了新的文献求助10
20秒前
20秒前
猪猪侠007发布了新的文献求助10
21秒前
21秒前
阳和完成签到,获得积分10
21秒前
量子星尘发布了新的文献求助10
21秒前
高分求助中
2025-2031全球及中国金刚石触媒粉行业研究及十五五规划分析报告 25000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
The Cambridge History of China: Volume 4, Sui and T'ang China, 589–906 AD, Part Two 1000
The Composition and Relative Chronology of Dynasties 16 and 17 in Egypt 1000
Russian Foreign Policy: Change and Continuity 800
Real World Research, 5th Edition 800
Qualitative Data Analysis with NVivo By Jenine Beekhuyzen, Pat Bazeley · 2024 800
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 计算机科学 有机化学 物理 生物化学 纳米技术 复合材料 内科学 化学工程 人工智能 催化作用 遗传学 数学 基因 量子力学 物理化学
热门帖子
关注 科研通微信公众号,转发送积分 5704813
求助须知:如何正确求助?哪些是违规求助? 5158878
关于积分的说明 15242939
捐赠科研通 4858662
什么是DOI,文献DOI怎么找? 2607392
邀请新用户注册赠送积分活动 1558393
关于科研通互助平台的介绍 1516137