Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology

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ATHIJAYAMANI, Ayyanar ;GANESAMOORTHY, Raju ;LOGANATHAN, Konda Thulasiraman;SIDHARDHAN, Susaiyappan .
Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology. 
Strojniški vestnik - Journal of Mechanical Engineering, [S.l.], v. 62, n.5, p. 273-280, june 2018. 
ISSN 0039-2480.
Available at: <https://www.sv-jme.eu/article/modelling-and-analysis-of-the-mechanical-properties-of-agave-sisalana-variegata-fibre-vinyl-ester-composites-using-box-behnken-design-of-response-surface-methodology/>. Date accessed: 02 jun. 2020. 
doi:http://dx.doi.org/10.5545/sv-jme.2015.2641.
Athijayamani, A., Ganesamoorthy, R., Loganathan, K., & Sidhardhan, S.
(2016).
Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology.
Strojniški vestnik - Journal of Mechanical Engineering, 62(5), 273-280.
doi:http://dx.doi.org/10.5545/sv-jme.2015.2641
@article{sv-jmesv-jme.2015.2641,
	author = {Ayyanar  Athijayamani and Raju  Ganesamoorthy and Konda Thulasiraman Loganathan and Susaiyappan  Sidhardhan},
	title = {Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {62},
	number = {5},
	year = {2016},
	keywords = {agave sisalana variegata fiber, composite, tensile strength, flexural strength, box-behnken design, response surface methodology},
	abstract = {In this paper, the Box-Behnken (BB) experimental design of response surface methodology (RSM) was utilized to study the effect of process parameters on the mechanical properties of agave sisalana variegata (ASV) fibre-reinforced vinyl ester (FRVE) composites. The fibre length, fibre content, and fibre diameter were used as process parameters to develop a model using the BB experimental design. Experimental tests were carried out based on the BB design. The experimental tensile and flexural strength values were fitted with the predicted strength values by a second-order polynomial equation via a multiple regression analysis. The results show that the tensile and flexural strength can be predicted by the developed models with more than 98.54 % of the variation in the tensile strength and 99.24 % of the variation in the flexural strength. The level 3 of fibre length (13 mm), level 2 of fibre content (35.19 wt %), and level 1 of fibre diameter (0.24 mm) were selected as the optimal levels of fabrication process parameters using the response surface graph and models. Finally, it was proved that the BB design of response surface methodology could efficiently be applied to the modelling and optimization of the mechanical properties of natural fibre polymer composites.},
	issn = {0039-2480},	pages = {273-280},	doi = {10.5545/sv-jme.2015.2641},
	url = {https://www.sv-jme.eu/article/modelling-and-analysis-of-the-mechanical-properties-of-agave-sisalana-variegata-fibre-vinyl-ester-composites-using-box-behnken-design-of-response-surface-methodology/}
}
Athijayamani, A.,Ganesamoorthy, R.,Loganathan, K.,Sidhardhan, S.
2016 June 62. Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology. Strojniški vestnik - Journal of Mechanical Engineering. [Online] 62:5
%A Athijayamani, Ayyanar 
%A Ganesamoorthy, Raju 
%A Loganathan, Konda Thulasiraman
%A Sidhardhan, Susaiyappan 
%D 2016
%T Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology
%B 2016
%9 agave sisalana variegata fiber, composite, tensile strength, flexural strength, box-behnken design, response surface methodology
%! Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology
%K agave sisalana variegata fiber, composite, tensile strength, flexural strength, box-behnken design, response surface methodology
%X In this paper, the Box-Behnken (BB) experimental design of response surface methodology (RSM) was utilized to study the effect of process parameters on the mechanical properties of agave sisalana variegata (ASV) fibre-reinforced vinyl ester (FRVE) composites. The fibre length, fibre content, and fibre diameter were used as process parameters to develop a model using the BB experimental design. Experimental tests were carried out based on the BB design. The experimental tensile and flexural strength values were fitted with the predicted strength values by a second-order polynomial equation via a multiple regression analysis. The results show that the tensile and flexural strength can be predicted by the developed models with more than 98.54 % of the variation in the tensile strength and 99.24 % of the variation in the flexural strength. The level 3 of fibre length (13 mm), level 2 of fibre content (35.19 wt %), and level 1 of fibre diameter (0.24 mm) were selected as the optimal levels of fabrication process parameters using the response surface graph and models. Finally, it was proved that the BB design of response surface methodology could efficiently be applied to the modelling and optimization of the mechanical properties of natural fibre polymer composites.
%U https://www.sv-jme.eu/article/modelling-and-analysis-of-the-mechanical-properties-of-agave-sisalana-variegata-fibre-vinyl-ester-composites-using-box-behnken-design-of-response-surface-methodology/
%0 Journal Article
%R 10.5545/sv-jme.2015.2641
%& 273
%P 8
%J Strojniški vestnik - Journal of Mechanical Engineering
%V 62
%N 5
%@ 0039-2480
%8 2018-06-27
%7 2018-06-27
Athijayamani, Ayyanar, Raju  Ganesamoorthy, Konda Thulasiraman Loganathan, & Susaiyappan  Sidhardhan.
"Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology." Strojniški vestnik - Journal of Mechanical Engineering [Online], 62.5 (2016): 273-280. Web.  02 Jun. 2020
TY  - JOUR
AU  - Athijayamani, Ayyanar 
AU  - Ganesamoorthy, Raju 
AU  - Loganathan, Konda Thulasiraman
AU  - Sidhardhan, Susaiyappan 
PY  - 2016
TI  - Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology
JF  - Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2015.2641
KW  - agave sisalana variegata fiber, composite, tensile strength, flexural strength, box-behnken design, response surface methodology
N2  - In this paper, the Box-Behnken (BB) experimental design of response surface methodology (RSM) was utilized to study the effect of process parameters on the mechanical properties of agave sisalana variegata (ASV) fibre-reinforced vinyl ester (FRVE) composites. The fibre length, fibre content, and fibre diameter were used as process parameters to develop a model using the BB experimental design. Experimental tests were carried out based on the BB design. The experimental tensile and flexural strength values were fitted with the predicted strength values by a second-order polynomial equation via a multiple regression analysis. The results show that the tensile and flexural strength can be predicted by the developed models with more than 98.54 % of the variation in the tensile strength and 99.24 % of the variation in the flexural strength. The level 3 of fibre length (13 mm), level 2 of fibre content (35.19 wt %), and level 1 of fibre diameter (0.24 mm) were selected as the optimal levels of fabrication process parameters using the response surface graph and models. Finally, it was proved that the BB design of response surface methodology could efficiently be applied to the modelling and optimization of the mechanical properties of natural fibre polymer composites.
UR  - https://www.sv-jme.eu/article/modelling-and-analysis-of-the-mechanical-properties-of-agave-sisalana-variegata-fibre-vinyl-ester-composites-using-box-behnken-design-of-response-surface-methodology/
@article{{sv-jme}{sv-jme.2015.2641},
	author = {Athijayamani, A., Ganesamoorthy, R., Loganathan, K., Sidhardhan, S.},
	title = {Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {62},
	number = {5},
	year = {2016},
	doi = {10.5545/sv-jme.2015.2641},
	url = {https://www.sv-jme.eu/article/modelling-and-analysis-of-the-mechanical-properties-of-agave-sisalana-variegata-fibre-vinyl-ester-composites-using-box-behnken-design-of-response-surface-methodology/}
}
TY  - JOUR
AU  - Athijayamani, Ayyanar 
AU  - Ganesamoorthy, Raju 
AU  - Loganathan, Konda Thulasiraman
AU  - Sidhardhan, Susaiyappan 
PY  - 2018/06/27
TI  - Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology
JF  - Strojniški vestnik - Journal of Mechanical Engineering; Vol 62, No 5 (2016): Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2015.2641
KW  - agave sisalana variegata fiber, composite, tensile strength, flexural strength, box-behnken design, response surface methodology
N2  - In this paper, the Box-Behnken (BB) experimental design of response surface methodology (RSM) was utilized to study the effect of process parameters on the mechanical properties of agave sisalana variegata (ASV) fibre-reinforced vinyl ester (FRVE) composites. The fibre length, fibre content, and fibre diameter were used as process parameters to develop a model using the BB experimental design. Experimental tests were carried out based on the BB design. The experimental tensile and flexural strength values were fitted with the predicted strength values by a second-order polynomial equation via a multiple regression analysis. The results show that the tensile and flexural strength can be predicted by the developed models with more than 98.54 % of the variation in the tensile strength and 99.24 % of the variation in the flexural strength. The level 3 of fibre length (13 mm), level 2 of fibre content (35.19 wt %), and level 1 of fibre diameter (0.24 mm) were selected as the optimal levels of fabrication process parameters using the response surface graph and models. Finally, it was proved that the BB design of response surface methodology could efficiently be applied to the modelling and optimization of the mechanical properties of natural fibre polymer composites.
UR  - https://www.sv-jme.eu/article/modelling-and-analysis-of-the-mechanical-properties-of-agave-sisalana-variegata-fibre-vinyl-ester-composites-using-box-behnken-design-of-response-surface-methodology/
Athijayamani, Ayyanar, Ganesamoorthy, Raju, Loganathan, Konda, AND Sidhardhan, Susaiyappan.
"Modelling and Analysis of the Mechanical Properties of Agave Sisalana Variegata Fibre / Vinyl Ester Composites Using Box-Behnken Design of Response Surface Methodology" Strojniški vestnik - Journal of Mechanical Engineering [Online], Volume 62 Number 5 (27 June 2018)

Authors

Affiliations

  • Alagappa Chettiar College of Engineering and Technology, Department of Mechanical Engineering, India 1
  • Jayasuriya Engineering College, Department of Mechanical Engineering, India 2
  • Alagappa Chettiar College of Engineering and Technology, Department of Chemistry, India 3
  • Government College of Engineering, Department of Civil Engineering, India 4

Paper's information

Strojniški vestnik - Journal of Mechanical Engineering 62(2016)5, 273-280

https://doi.org/10.5545/sv-jme.2015.2641

In this paper, the Box-Behnken (BB) experimental design of response surface methodology (RSM) was utilized to study the effect of process parameters on the mechanical properties of agave sisalana variegata (ASV) fibre-reinforced vinyl ester (FRVE) composites. The fibre length, fibre content, and fibre diameter were used as process parameters to develop a model using the BB experimental design. Experimental tests were carried out based on the BB design. The experimental tensile and flexural strength values were fitted with the predicted strength values by a second-order polynomial equation via a multiple regression analysis. The results show that the tensile and flexural strength can be predicted by the developed models with more than 98.54 % of the variation in the tensile strength and 99.24 % of the variation in the flexural strength. The level 3 of fibre length (13 mm), level 2 of fibre content (35.19 wt %), and level 1 of fibre diameter (0.24 mm) were selected as the optimal levels of fabrication process parameters using the response surface graph and models. Finally, it was proved that the BB design of response surface methodology could efficiently be applied to the modelling and optimization of the mechanical properties of natural fibre polymer composites.

agave sisalana variegata fiber, composite, tensile strength, flexural strength, box-behnken design, response surface methodology