Enhancing Drilling Performance in Natural Fiber-Reinforced Biocomposites Using Taguchi Method for Sustainable Manufacturing
J. Environ. Nanotechnol., Volume 13, No 3 (2024) pp. 246-252
Abstract
The current research work focuses on optimizing drilling parameters for Sesbania rostrata fiber-reinforced polycaprolactone (PCL) biocomposites using the Taguchi method and ANOVA to improve hole quality, particularly to minimize delamination. The Taguchi L9 orthogonal array was employed with three factors: spindle speed (300, 750, and 1800 rpm), feed rate (0.05, 0.12, and 0.25 mm/rev), and drill size (4, 8, and 10 mm). The experimental results showed that drill size had the most significant effect on thrust force, with a contribution rate of 99.29%, whereas spindle speed primarily influenced delamination, contributing 67.65%. Optimal parameters were determined to be a spindle speed of 300 rpm, a feed rate of 0.25 mm/rev, and a drill size of 10 mm. These findings are significant for industries using biocomposites, offering sustainable solutions with enhanced machining performance.
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Reference
Bajpai, P. K. and Singh, I., Drilling behavior of sisal fiber-reinforced polypropylene composite laminates, J. Reinf. Plast. Compos., 32(20), 1569–1576 (2013).
https://doi.org/10.1177/0731684413492866
Benyettou, R., Amroune, S., Slamani, M., Seki, Y., Dufresne, A., Jawaid, M. and Alamery, S., Assessment of induced delamination drilling of natural fiber reinforced composites: a statistical analysis, J. Mater. Res. Technol., 21, 131–152 (2022).
https://doi.org/10.1016/j.jmrt.2022.08.161
Helmi Abdul Kudus, M., Ratnam, M. M. and Akil, H. M., Factors affecting hole quality during drilling of natural fiber-reinforced composites: A comprehensive review, J. Reinf. Plast. Compos., 40(9–10), 391–405 (2021).
https://doi.org/10.1177/0731684420970650
Krishnamoorthy, A., Rajendra Boopathy, S., Palanikumar, K. and Paulo Davim, J., Application of grey fuzzy logic for the optimization of drilling parameters for CFRP composites with multiple performance characteristics, Measurement, 45(5), 1286–1296 (2012).
https://doi.org/10.1016/j.measurement.2012.01.008
Krishnan, R., Muthusamy, K., Shanmugam, S. K. M. and Kadhiresan, S., Development of novel sustainable biocomposite from polycaprolactone and Sesbania rostrata fiber, Polym Compos., 1-15 (2024).
https://doi.org/10.1002/pc.28825
Kurt, M., Bagci, E. and Kaynak, Y., Application of Taguchi methods in the optimization of cutting parameters for surface finish and hole diameter accuracy in dry drilling processes, Int. J. Adv. Manuf. Technol., 40(5–6), 458–469 (2009).
https://doi.org/10.1007/s00170-007-1368-2
Lotfi, A., Li, H. and Dao, D. V., Drilling Behavior of Flax/Poly(Lactic Acid) Bio-Composite Laminates: An Experimental Investigation, J. Nat. Fibers, 17(9), 1264–1280 (2020).
https://doi.org/10.1080/15440478.2018.1558158
Madhan Kumar, A. and Jayakumar, K., Mechanical and drilling characterization of biodegradable PLA particulate green composites, J. Chinese Inst. Eng., 45(5), 437–452 (2022).
https://doi.org/10.1080/02533839.2022.2061602
Manu, T., Nazmi, A. R., Shahri, B., Emerson, N. and Huber, T., Biocomposites: A review of materials and perception, Mater. Today Commun., 31, 103308 (2022).
https://doi.org/10.1016/j.mtcomm.2022.103308
Mohan, N. S., Kulkarni, S. M. and Ramachandra, A., Delamination analysis in drilling process of glass fiber reinforced plastic (GFRP) composite materials, J. Mater. Process. Technol., 186(1–3), 265–271 (2007).
https://doi.org/10.1016/j.jmatprotec.2006.12.043
Raja, K., A, K., Senthil Kumar, M. and P S, S., Investigation of Mechanical Properties and Drilling Parameters of Sesbaniarostrata Fiber Reinforced Polycaprolactone Biodegradable Polyester Resin Composites, In: (2023).
https://doi.org/10.4271/2023-28-0073
Raja, K., Senthilkumar, P., Nallakumarasamy, G. and Natarajan, T., Effect of Eco-Friendly Chemical Treatment on the Properties of Sesbania Rostrata Fiber, J. Nat. Fibers, 18(12), 2241–2253 (2021).
https://doi.org/10.1080/15440478.2020.1725712
Zerti, O., Yallese, M. A., Khettabi, R., Chaoui, K. and Mabrouki, T., Design optimization for minimum technological parameters when dry turning of AISI D3 steel using Taguchi method, Int. J. Adv. Manuf. Technol., 89(5–8), 1915–1934 (2017).