Multi-Objective Optimization of Laser Cutting Process on Al 7075 Metal Matrix Composites for Automobile Applications

Q3 Engineering SAE Technical Papers Pub Date : 2023-11-10 DOI:10.4271/2023-28-0077
S. Leela Prasanna Lakshmi, K Prahlada Rao
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Abstract

Aluminum is preferred as a material for matrix composites due to its high technical characteristics and low density. Due to its stiffness, specific strength, and wear resistance, MMCs are being widely used in various automotive applications. Due to its high strength and toughness, Al 7075 is a widely used heat treatable aluminum alloy. It is also used in the car and aerospace industries. B4C is a highly attractive reinforcing material due to its thermal and chemical stability. Compared to other reinforcements such as SiC and Al2O3, B4C has a higher hardness and lower density. The proposed technique is based on the L27 orthogonal array design of Taguchi. The laser cutting process was designed to optimize the input parameters of the given process, such as the cutting speed, pulse width, and frequency. The two response parameters, the surface roughness and the MRR, were then analyzed using the ANFIS technique. It was also used to find the optimal set of parameters while dealing with the uncertainty of the data.
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汽车用铝7075金属基复合材料激光切割工艺的多目标优化
<div class="section abstract"><div class="htmlview paragraph">铝因其高技术特性和低密度而成为基复合材料的首选材料。由于其刚度、比强度和耐磨性,mmc在各种汽车应用中得到广泛应用。由于其高强度和韧性,Al 7075是一种广泛使用的热处理铝合金。它也用于汽车和航空航天工业。由于其热稳定性和化学稳定性,B4C是一种非常有吸引力的增强材料。与SiC和Al2O3等增强材料相比,B4C具有较高的硬度和较低的密度。该技术基于田口的L27正交阵列设计。设计了激光切割工艺,优化了给定工艺的输入参数,如切割速度、脉冲宽度和频率。然后使用ANFIS技术分析了两个响应参数,即表面粗糙度和MRR。在处理数据的不确定性的同时,它也被用来寻找最优的参数集。</div></div>
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来源期刊
SAE Technical Papers
SAE Technical Papers Engineering-Industrial and Manufacturing Engineering
CiteScore
1.00
自引率
0.00%
发文量
1487
期刊介绍: SAE Technical Papers are written and peer-reviewed by experts in the automotive, aerospace, and commercial vehicle industries. Browse the more than 102,000 technical papers and journal articles on the latest advances in technical research and applied technical engineering information below.
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