Optimization studies of stir casting parameters and mechanical properties of TiO2 reinforced Al 7075 composite using response surface methodology

被引:43
作者
Adediran, Adeolu A. [1 ]
Akinwande, Abayomi A. [2 ]
Balogun, Oluwatosin A. [2 ]
Olorunfemi, Bayode J. [3 ]
Kumar, M. Saravana [4 ]
机构
[1] Landmark Univ, Dept Mech Engn, Mat Design & Struct Integr Grp, Omu Aran, Kwara State, Nigeria
[2] Fed Univ Technol Akure, Dept Met & Mat Engn, Akure, Ondo State, Nigeria
[3] Fed Univ Oye Ekiti, Dept Mech Engn, Oye Ekiti, Ekiti State, Nigeria
[4] Natl Inst Technol, Dept Prod Engn, Tiruchirappalli, Tamil Nadu, India
关键词
BEHAVIOR;
D O I
10.1038/s41598-021-99168-1
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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 TiO2 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 degrees C, 574.2 rpm, and 22.5 min as the optimal stir casting parameters for temperature, speed and time respectively.
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页数:20
相关论文
共 37 条
[1]   Microstructural characteristics and mechanical behaviour of aluminium matrix composites reinforced with Si-based refractory compounds derived from rice husk [J].
Adediran, Adeolu Adesoji ;
Alaneme, Kenneth Kanayo ;
Oladele, Isiaka Oluwole ;
Akinlabi, Esther Titilayo .
COGENT ENGINEERING, 2021, 8 (01)
[2]   Synthesis, microstructure and properties of TiO2 reinforced AA7075 matrix composites via stir casting route [J].
Alagarsamy, S., V ;
Ravichandran, M. .
MATERIALS RESEARCH EXPRESS, 2019, 6 (08)
[3]   An outlier-resistant test for heteroscedasticity in linear models [J].
Alih, Ekele ;
Ong, Hong Choon .
JOURNAL OF APPLIED STATISTICS, 2015, 42 (08) :1617-1634
[4]  
[Anonymous], 2021, E8E8M 21 STANDARD TE
[5]  
[Anonymous], 2017, E38417 ASTM
[6]  
[Anonymous], 2018, 23 ASTM
[7]  
[Anonymous], 2017, ASTM E3 Standard Guide for Preparation of Metallographic Specimens
[8]  
[Anonymous], 2009, E099 ASTM
[9]   Processing Methods and Mechanical Properties of Aluminium Matrix Composites [J].
Aynalem, Gebre Fenta .
ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2020, 2020
[10]   RSM-based modeling and optimization of self-consolidating mortar to predict acceptable ranges of rheological properties [J].
Aziminezhad, Mehran ;
Mandikhani, Mandi ;
Memarpour, Mohammad Mandi .
CONSTRUCTION AND BUILDING MATERIALS, 2018, 189 :1200-1213