TY - JOUR
T1 - Delamination assessment in drilling basalt/carbon fiber reinforced epoxy composite material
AU - Murthy, B. R.N.
AU - Beedu, Rajendra
AU - Bhat, Ritesh
AU - Naik, Nithesh
AU - Prabakar, Pranith
N1 - Publisher Copyright:
© 2020 The Author(s). Published by Elsevier B.V. This is an open access article under theCC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
PY - 2020
Y1 - 2020
N2 - tThe present work aims at assessing the delamination damage occurring in a hybrid compos-ite material during the drilling process. The hybrid composite selected for work comprisesof basalt and carbon fibers as reinforcements and epoxy as the matrix. Process parametersquantified by speed, feed, and drill size are the selected input independent variables. Theresponse variable, delamination factor (Fd), for each experimental combination, is deter-mined using the simple Chen's one-dimensional equation. Taguchi's L27 orthogonal array(OA)-based experimental design with the 'smaller-the-better' approach forms the base forexperimental runs and optimization in the present work. ANOVA is applied in the presentwork to investigate the significance of the linear, squared, and interaction effect of speed,feed, and drill diameter on the delamination damage. Besides, the regression predictionmodel is developed and validated through a set of confirmation experiments. The optimumprocess parameters in the drilling of hybrid composite concerning delamination are drilldiameter (D) of 6 mm, speed (N) of 1250 rpm and feed rate (f) of 50 mm/min. The regres-sion model developed shows a high degree of fitness with both R-sq and R-sq (adj) valuesabove 80%. The results of confirmation experiments show that the predicted model is highlyadequate and there exists only an average prediction error of approximately 2%.
AB - tThe present work aims at assessing the delamination damage occurring in a hybrid compos-ite material during the drilling process. The hybrid composite selected for work comprisesof basalt and carbon fibers as reinforcements and epoxy as the matrix. Process parametersquantified by speed, feed, and drill size are the selected input independent variables. Theresponse variable, delamination factor (Fd), for each experimental combination, is deter-mined using the simple Chen's one-dimensional equation. Taguchi's L27 orthogonal array(OA)-based experimental design with the 'smaller-the-better' approach forms the base forexperimental runs and optimization in the present work. ANOVA is applied in the presentwork to investigate the significance of the linear, squared, and interaction effect of speed,feed, and drill diameter on the delamination damage. Besides, the regression predictionmodel is developed and validated through a set of confirmation experiments. The optimumprocess parameters in the drilling of hybrid composite concerning delamination are drilldiameter (D) of 6 mm, speed (N) of 1250 rpm and feed rate (f) of 50 mm/min. The regres-sion model developed shows a high degree of fitness with both R-sq and R-sq (adj) valuesabove 80%. The results of confirmation experiments show that the predicted model is highlyadequate and there exists only an average prediction error of approximately 2%.
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U2 - 10.1016/j.jmrt.2020.05.001
DO - 10.1016/j.jmrt.2020.05.001
M3 - Article
AN - SCOPUS:85088361400
SN - 2238-7854
VL - 9
SP - 7427
EP - 7433
JO - Journal of Materials Research and Technology
JF - Journal of Materials Research and Technology
IS - 4
ER -