Simultaneous optimisation of quality and productivity characteristics during machining of multiwall carbon nanotube/epoxy nanocomposites

References

• Adalarasan, R., M. Santhanakumar, and A. S. Sundaram. 2014. “Optimization of Weld Characteristics of Friction Welded AA 6061-AA 6351 Joints Using Grey-principal Component Analysis (G-PCA).” Journal of Mechanical Science and Technology 28 (1) :301–307.
   Web of Science ®Google Scholar
• Adalarasan, R., and A. S. Sundaram. 2014. “Parameter Design in Friction Welding of Al/SiC/Al2O3 Composite Using Grey Theory Based Principal Component Analysis (GT-PCA).” Journal of the Brazilian Society of Mechanical Sciences and Engineering 37 (5): 1515–1528.
   Web of Science ®Google Scholar
• Anarghya, A., D. Harshith, N. Rao, N. S. Nayak, B. Gurumurthy, V. Abhishek, and I. G. Patil 2018. “Thrust and Torque Force Analysis in the Drilling of Aramid Fibre-reinforced Composite Laminates Using RSM and MLPNN-GA.” Heliyon 4 (7). doi:10.1016/j.heliyon.2018.e00703.
   PubMed Web of Science ®Google Scholar
• Azmi, A. I., R. J. Lin, and D. Bhattacharyya. 2012. “Machinability Study of Glass Fibre-reinforced Polymer Composites during End Milling.” The International Journal of Advanced Manufacturing Technology 64 (1–4): 247–261.
   Web of Science ®Google Scholar
• Cha, J., J. Kim, S. Ryu, and S. H. Hong. 2019. “Comparison to Mechanical Properties of Epoxy Nanocomposites Reinforced by Functionalized Carbon Nanotubes and Graphene Nanoplatelets.” Composites Part B: Engineering 162: 283–288. doi:10.1016/j.compositesb.2018.11.011.
   Web of Science ®Google Scholar
• Chakraborty, S. 2010. “Applications of the MOORA Method for Decision Making in Manufacturing Environment.” The International Journal of Advanced Manufacturing Technology 54 (9–12): 1155–1166.
   Web of Science ®Google Scholar
• Deng, C., and J. Chin. 2004. “Hole Roundness in Deep-hole Drilling as Analysed by Taguchi Methods.” The International Journal of Advanced Manufacturing Technology 25 (5–6): 420–426.
   Web of Science ®Google Scholar
• Fong, T. Y., and F. Chen. 2006. “Multiobjective Process Optimisation for Turning of Tool Steels.” International Journal of Machining and Machinability of Materials 1 (1): 76.
   Google Scholar
• Gadakh, V. 2011. “Application of MOORA Method for Parametric Optimization of Milling Process.” International Journal of Applied Engineering Research 1 (4): 743.
   Google Scholar
• Gadakh, V. S., V. B. Shinde, and N. S. Khemnar. 2013. “Optimization of Welding Process Parameters Using MOORA Method.” The International Journal of Advanced Manufacturing Technology 69 (9–12): 2031–2039.
   Web of Science ®Google Scholar
• Gantayat, S., D. Rout, and S. K. Swain. 2017. “Mechanical Properties of Functionalized Multiwalled Carbon Nanotube/epoxy Nanocomposites.” Materials Today: Proceedings 4 (2): 4061–4064.
   Google Scholar
• Herbert, M. A., D. Shetty, R. Shetty, and B. Shivamurthy. 2013. “Effect of Process Parameters on Delamination, Thrust Force and Torque in Drilling of Carbon Fiber Epoxy Composite.” Research Journal of Recent Sciences 2 (8): 47–51.2277-2502.
   Google Scholar
• Hocheng, H., and C. Tsao. 2006. “Effects of Special Drill Bits on Drilling-induced Delamination of Composite Materials.” International Journal of Machine Tools & Manufacture. 46(12–13):1403–1416.
   Web of Science ®Google Scholar
• Karataş, M. A., and H. Gökkaya. 2018. “A Review on Machinability of Carbon Fiber Reinforced Polymer (CFRP) and Glass Fiber Reinforced Polymer (GFRP) Composite Materials.” Defence Technology 14 (4): 318–326.
   Web of Science ®Google Scholar
• Kausar, A., I. Rafique, and B. Muhammad. 2016. “Review of Applications of Polymer/Carbon Nanotubes and Epoxy/CNT Composites.” Polymer-plastics Technology and Engineering 55 (11): 1167–1191.
   Web of Science ®Google Scholar
• Khan, A., and K. Maity. 2017. “Application of MCDM-based TOPSIS Method for the Selection of Optimal Process Parameter in Turning of Pure Titanium.” Benchmarking: An International Journal 24 (7): 2009–2021.
   Web of Science ®Google Scholar
• Khare, R., and B. Suryasarathi. 2005. “Carbon Nanotube Based Composites- A Review.” Journal of Minerals & Materials Characterization & Engineering 4 (1): 31–46. doi:10.4236/jmmce.2005.41004
   Google Scholar
• Kharwar, P., and R. Verma. 2019. “Grey Embedded in Artificial Neural Network (ANN) Based on Hybrid Optimization Approach in Machining of GFRP Epoxy Composites.” FME Transactions 47 (3): 641–648.
   Web of Science ®Google Scholar
• Kumar, M. N., M. Mahmoodi, M. Tabkhpaz, S. Park, and X. Jin. 2017. “Characterization and Micro End Milling of Graphene Nano Platelet and Carbon Nanotube Filled Nanocomposites.” Journal of Materials Processing Technology 249: 96–107. doi:10.1016/j.jmatprotec.2017.06.005
   Web of Science ®Google Scholar
• Kumar, S., and M. Kumar. 2018. “Enhanced Property Analysis of MWCNT Epoxy Composite.” Materials Today: Proceedings 5 (14): 27965–27973.
   Google Scholar
• Lawal, S., A. Ahmed, S. Lawal, and B. Ugheoke. 2016. “Effect of HSS and Tungsten Carbide Tools on Surface Roughness of Aluminium Alloy during Turning Operation.” American Journal of Mechanical Engineering 4 (2): 60–64.
   Google Scholar
• Liang, Y., and Y. Chiou. 2006. “An Effective Drilling Wear Measurement Based on Visual Inspection Technique.” Proceedings of the 9th Joint Conference on Information Sciences (JCIS). doi:10.2991/jcis.2006.267.
   Google Scholar
• Majumder, H., and K. Maity. 2017. “Optimization of Machining Condition in WEDM for Titanium Grade 6 Using MOORA Coupled with PCA — A Multivariate Hybrid Approach.” Journal of Advanced Manufacturing Systems 16 (2): 81–99.
   Web of Science ®Google Scholar
• Majumder, H., T. Paul, V. Dey, P. Dutta, and A. Saha. 2017. “Use of PCA-grey Analysis and RSM to Model Cutting Time and Surface Finish of Inconel 800 during Wire Electro Discharge Cutting.” Measurement 107: 19–30. doi:10.1016/j.measurement.2017.05.007.
   Web of Science ®Google Scholar
• Majumder, H., and A. Saha. 2018. “Application of MCDM Based Hybrid Optimization Tool during Turning of ASTM A588.” Decision Science Letters 143–156. doi:10.5267/j.dsl.2017.6.003.
   Google Scholar
• Navaneethakrishnan, S., and A. Athijayamani. 2015. “Taguchi Method for Optimization of Fabrication Parameters with Mechanical Properties in Sisal Fibre–vinyl Ester Composites.” Australian Journal of Mechanical Engineering 15 (2): 74–83.
   Web of Science ®Google Scholar
• Pagar, N. D., and S. H. Gawande. 2020. “Multi-response Design Optimisation of Convolution Stresses of Metal Bellows Using Integrated PCA-GRA Approach.” Australian Journal of Mechanical Engineering 1–21. doi:10.1080/14484846.2020.1725347.
   Web of Science ®Google Scholar
• Paiva, A. P., J. R. Ferreira, and P. P. Balestrassi. 2007. “A Multivariate Hybrid Approach Applied to AISI 52100 Hardened Steel Turning Optimization.” Journal of Materials Processing Technology 189 (1–3): 26–35.
   Web of Science ®Google Scholar
• Palanikumar, K. 2007. “Modeling and Analysis for Surface Roughness in Machining Glass Fibre Reinforced Plastics Using Response Surface Methodology.” Materials & Design 28 (10): 2611–2618.
   Web of Science ®Google Scholar
• Palanikumar, K., L. Karunamoorthy, R. Karthikeyan, and B. Latha. 2006. “Optimization of Machining Parameters in Turning GFRP Composites Using a Carbide (K10) Tool Based on the Taguchi Method with Fuzzy Logics.” Metals and Materials International 12 (6): 483–491.
   Web of Science ®Google Scholar
• Pearson, K. 1901. “LIII. On Lines and Planes of Closest Fit to Systems of Points in Space.” The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science 2 (11): 559–572.
   Google Scholar
• Ramesh, M., and A. Gopinath. 2017. “Measurement and Analysis of Thrust Force in Drilling Sisal-glass Fiber Reinforced Polymer Composites.” IOP Conference Series: Materials Science and Engineering 197: 012056. doi:10.1088/1757-899x/197/1/012056.
   Google Scholar
• Rao, R., and B. Patel. 2010. “A Subjective and Objective Integrated Multiple Attribute Decision Making Method for Material Selection.” Materials & Design 31 (10): 4738–4747.
   Web of Science ®Google Scholar
• Rao, T. B., and A. G. Krishna. 2013. “Simultaneous Optimization of Multiple Performance Characteristics in WEDM for Machining ZC63/SiCp MMC.” Advances in Manufacturing 1 (3): 265–275.
   Web of Science ®Google Scholar
• Saha, A., and S. C. Mondal. 2016. “Multiobjective Optimization in WEDM Process of Nanostructured Hardfacing Materials through Hybrid Techniques.” Measurement 94: 46–59. doi:10.1016/j.measurement.2016.07.087.
   Web of Science ®Google Scholar
• Saha, A., and S. C. Mondal. 2017. “Multiobjective Optimization of Manual Metal Arc Welding Process Parameters for Nano-structured Hardfacing Material Using Hybrid Approach.” Measurement 102: 80–89. doi:10.1016/j.measurement.2017.01.048.
   Web of Science ®Google Scholar
• Sahu, K. K., and R. Ballav. 2017. “Optimization of Machining Parameters of Aluminium Based Hybrid Composites Using Gray Relation Analysis.” Materials Today: Proceedings 4 (9): 9977–9981.
   Google Scholar
• Samuel, J., A. Dikshit, R. E. Devor, S. G. Kapoor, and K. J. Hsia 2009. “Effect of Carbon Nanotube (CNT) Loading on the Thermomechanical Properties and the Machinability of CNT-Reinforced Polymer Composites.” Journal of Manufacturing Science and Engineering 131 (3). doi:10.1115/1.312333.7
   Web of Science ®Google Scholar
• Sankar, B. R., P. Umamaheswarrao, V. Srinivasulu, and G. K. Chowdari. 2015. “Optimization of Milling Process on Jute Polyester Composite Using Taguchi Based Grey Relational Analysis Coupled with Principle Component Analysis.” Materials Today: Proceedings 2 (4–5): 2522–2531.
   Google Scholar
• Senapati, N. P., S. Tripathy, and S. Samantaray. 2016. “A Multiobjective Optimization Using A Combined Approach of Principal Component Analysis and TOPSIS during Electric Discharge Machining of H-11 Die Steel Using P/M Processed Cu-Cr-Ni Metal Matrix Composite.” 2016 International Conference on Electrical, Electronics, and Optimization Techniques (ICEEOT). d oi:1 0.11 09/iceeot.20 16.7 754 876.
   Google Scholar
• Shetty, N., M. A. Herbert, D. S. Shetty, G. S. Vijay, R. Shetty, and B. Shivamurthy. 2015. “Experimental Investigation in Drilling of Carbon Fiber Reinforced Polymer Composite Using HSS and Solid Carbide Drills.” International Journal of Current Engineering and Technology 5 (1): 313–320. E- 2277 – 4106.
   Google Scholar
• Shyha, I., G. Y. Fu, D. H. Huo, B. Le, F. Inam, M. S. Saharudin, and J. C. Wei. 2018. “Micro-Machining of Nano-Polymer Composites Reinforced with Graphene and Nano-Clay Fillers.” Key Engineering Materials 786: 197–205. d oi:1 0.4 028/ww w.scientific.net/kem.78 6.1 97.
   Google Scholar
• Vasudevan, H., N. C. Deshpande, and R. R. Rajguru. 2014. “Grey Fuzzy Multiobjective Optimization of Process Parameters for CNC Turning of GFRP/Epoxy Composites.” Procedia Engineering 97: 85–94. doi:10.1016/j.proeng.2014.12.228.
   Google Scholar
• Xiao, K., and L. Zhang. 2002. “The Role of Viscous Deformation in the Machining of Polymers.” International Journal of Mechanical Sciences 44 (11): 2317–2336.
   Web of Science ®Google Scholar