Utilization of response surface methodology to optimize the mechanical behaviour of flax/nano TiO2/Epoxy based hybrid composites under liquid nitrogen environment

被引:4
|
作者
Ajmal, Sheriff F. Mohammed [1 ]
Natrayan, L. [1 ]
Giri, Jayant [2 ]
Makki, Emad [3 ]
Shah, Mohd Asif [4 ]
Mallik, Saurav [5 ]
机构
[1] Saveetha Sch Engn, Dept Mech Engn, SIMATS, Chennai, Tamil Nadu, India
[2] Yeshwantrao Chavan Coll Engn, Dept Mech Engn, Nagpur, India
[3] Umm Al Qura Univ, Coll Engn & Architecture, Dept Mech Engn, Mecca, Saudi Arabia
[4] Kebri Dehar Univ, Dept Econ, Kebri Dehar, Ethiopia
[5] Harvard TH Chan Sch Publ Hlth, Dept Environm Hlth, Boston, MA 02115 USA
来源
FRONTIERS IN MATERIALS | 2024年 / 11卷
关键词
flax fiber; nanocomposites; cryogenic treatment; tensile strength; optimization; TiO2 nano filler; FLAX FIBERS; EPOXY;
D O I
10.3389/fmats.2024.1344351
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Linum usitatissimum commonly known as flax fibers, emerges as a promising reinforcement phase for artificial polymer resins, boasting ecological benefits, low density, and easy accessibility. However, the mechanical behavior of such composites hinges crucially on factors such as fiber mat thickness, nanoTiO(2) filler content, and the application of cryogenic treatment. Addressing this complex interplay, this study employs a hand lay-up technique for composite construction, subjecting nanocomposite plates to the challenging liquid nitrogen conditions at 77 K post-manufacture. Recognizing the need for an optimized approach, Response Surface Methodology (RSM) based on Box-Benhken designs is employed to enhance the mixing features of linum usitatissimum polymer composites. The study calculates anticipated mechanical strength values through rigorous ANOVA inferential analysis, uncovering the pivotal roles played by fiber mat thickness, nanofiller content, and cryogenic treatment in the two feature interactions (2FI) model components. The methodology proves robust with high R-2 values (0.9670 for tensile, 0.9845 for flexural, and 0.9670 for interlaminar shear strength) consistently aligning with experimental findings. The study culminates in identifying optimized parameters for maximal mechanical properties-300 gsm flax fiber thickness, 5 wt.% nano TiO2 concentration, and a 15-min cryogenic treatment-a result that advances our understanding of fundamental factors influencing composite performance and provides practical guidelines for applications in fields requiring superior mechanical strength in challenging environments.
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页数:13
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