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基于响应面法的搅拌铸造参数优化及TiO增强Al 7075复合材料力学性能研究

Optimization studies of stir casting parameters and mechanical properties of TiO reinforced Al 7075 composite using response surface methodology.

作者信息

Adediran Adeolu A, Akinwande Abayomi A, Balogun Oluwatosin A, Olorunfemi Bayode J, M Saravana Kumar

机构信息

Materials Design and Structural Integrity Group, Department of Mechanical Engineering, Landmark University, Omu-Aran, Kwara State, Nigeria.

Department of Metallurgical and Materials Engineering, Federal University of Technology, Akure, Ondo State, Nigeria.

出版信息

Sci Rep. 2021 Oct 6;11(1):19860. doi: 10.1038/s41598-021-99168-1.

Abstract

Stir casting is a common metallurgical route in the casting of aluminum composites. Series of work done in this aspect considered the development of the composites with fixed stir casting parameters without applying an optimization approach. These parameters affect the microstructure and performance of the composites. The study is focused on the optimization of the stir casting parameters in the production of Al 7075 reinforced with TiO microparticles for performance improvement. Three stir casting parameters of stirring temperature, speed, and time were varied and optimized using the central composite design technique of the response surface method. Properties evaluated were ultimate tensile strength, hardness, impact strength, elastic modulus, and compressive strength. ANOVA results showed that the three stir casting parameters had a significant impact on the property responses. Five quadratic models were established for the properties linking them to the factors. The models were confirmed to be statistically significant at a confidence level of 95% and variations were observed to be < 5%. The interaction profile of the parameters as per response surface was analyzed. Contour plots associated with each interaction gave different ranges of stirring parameters in which each property can be maximized. Simultaneous optimization of the properties using Minitab 19 software showcased 779.3 °C, 574.2 rpm, and 22.5 min as the optimal stir casting parameters for temperature, speed and time respectively.

摘要

搅拌铸造是铝基复合材料铸造中一种常见的冶金方法。在这方面所做的一系列工作考虑了在不采用优化方法的情况下,使用固定的搅拌铸造参数来制备复合材料。这些参数会影响复合材料的微观结构和性能。本研究聚焦于优化搅拌铸造参数,以提高用二氧化钛微粒增强的Al 7075复合材料的性能。采用响应面法的中心复合设计技术,对搅拌温度、速度和时间这三个搅拌铸造参数进行了变化和优化。所评估的性能包括极限抗拉强度、硬度、冲击强度、弹性模量和抗压强度。方差分析结果表明,这三个搅拌铸造参数对性能响应有显著影响。针对这些性能建立了五个将其与各因素相关联的二次模型。这些模型在95%的置信水平下被证实具有统计学意义,且观察到的变化<5%。根据响应面分析了参数的相互作用情况。与每种相互作用相关的等高线图给出了不同的搅拌参数范围,在这些范围内每种性能都可达到最大值。使用Minitab 19软件对性能进行同时优化,结果表明,温度、速度和时间的最佳搅拌铸造参数分别为779.3℃、574.2转/分钟和22.5分钟。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8dc1/8494885/2a7d0a6b94eb/41598_2021_99168_Fig1_HTML.jpg

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