Investigation of temperature distribution in friction stir welding with experimental and regression algorithms

IF 6.4 2区 工程技术 Q1 THERMODYNAMICS Case Studies in Thermal Engineering Pub Date : 2025-05-01 Epub Date: 2025-03-05 DOI:10.1016/j.csite.2025.106004
Mehmet Erbil Özcan
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Abstract

In this current study, the joining process performed by friction stir welding, which has become very popular recently and has started to be used in many sectors, and then the temperature analysis of this welding process was performed. The temperature values obtained during the process carried out in traditional friction stir welding and the temperature values reached in the welding process using insulation material were compared with real experiments and analyzed with Taguchi and ANOVA methods by applying experimental designs in the Minitab program. In addition, the empirical formulas obtained by performing PACE regression analysis and the temperature values obtained from experimental studies, their results and error rates were found. By using these methods, more realistic results were obtained with fewer experiments in order to reduce the cost of their implementation, and the results were evaluated accordingly. It also helped to create a less costly roadmap for subsequent experiments.
In the experiments, the desired welding process was carried out at a 15 % lower temperature using insulation material; with the formulas obtained as a result of PACE regression analysis, it was seen that the experiment with the lowest error rate was the experiment with 1200 RPM and insulation material.
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用实验和回归算法研究搅拌摩擦焊的温度分布
本文以近年来非常流行的搅拌摩擦焊连接工艺为研究对象,对该焊接工艺进行了温度分析。利用Minitab程序中的实验设计,将传统搅拌摩擦焊接过程中获得的温量值与保温材料焊接过程中达到的温量值与实际实验进行比较,并采用田口法和方差分析方法进行分析。并将PACE回归分析得到的经验公式与实验研究得到的温度值、结果和错误率进行对比。利用这些方法,以较少的实验获得了更真实的结果,从而降低了实施成本,并对结果进行了相应的评价。它还有助于为随后的实验创建一个成本更低的路线图。在实验中,使用绝缘材料在温度降低15%的情况下进行所需的焊接过程;由PACE回归分析得到的公式可知,错误率最低的实验是转速为1200rpm且使用绝缘材料的实验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Case Studies in Thermal Engineering
Case Studies in Thermal Engineering Chemical Engineering-Fluid Flow and Transfer Processes
CiteScore
8.60
自引率
11.80%
发文量
812
审稿时长
76 days
期刊介绍: Case Studies in Thermal Engineering provides a forum for the rapid publication of short, structured Case Studies in Thermal Engineering and related Short Communications. It provides an essential compendium of case studies for researchers and practitioners in the field of thermal engineering and others who are interested in aspects of thermal engineering cases that could affect other engineering processes. The journal not only publishes new and novel case studies, but also provides a forum for the publication of high quality descriptions of classic thermal engineering problems. The scope of the journal includes case studies of thermal engineering problems in components, devices and systems using existing experimental and numerical techniques in the areas of mechanical, aerospace, chemical, medical, thermal management for electronics, heat exchangers, regeneration, solar thermal energy, thermal storage, building energy conservation, and power generation. Case studies of thermal problems in other areas will also be considered.
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