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A Novel Approach of Turning on Titanium(Ti-6AL-4V) Alloy using NFGMT Coupled with GRA, PCA, and RSM

Sivakoteswararao Katta*, Mihai Dupac**, Baojian Guo***

*Research Scholar, Department of Mechanical Engineering, Acharya Nagarjuna University, Guntur, Andhra Pradesh, India.

**Associate Professor, Department of Mechanical Engineering, RVR&JC College of Engineering, Guntur, Andhra Pradesh, India.

***Associate Professor, Department of Mechanical Engineering, Bapatla Engineering College, Bapatla, Andhra Pradesh, India.

Periodicity:November - January'2019
DOI : https://doi.org/10.26634/jme.9.1.14813

Abstract

The present work attempted to find the impact of proces parameters on turning titanium grade 5 alloys and accurate optimization model for responses, such as cutting force, cutting time, and temperature using Principal Component Analysis (PCA), Gray Relational Analysis (GRA), and (RSM) Response Surface Methodology optimization techniques. Graphene Nanoparticles are used to mix with the vegetable oil based (Soya Bean) cutting fluid. The experiment has been done by using machining parameters, such as feed rate, cutting speed, depth of cut, and an analysis has been made to evaluate the machining parameters for cutting force, cutting time, and temperature based on the actual series of experiments with uncoated carbide tool. The outcomes state that the depth of cut and speed has a greater influence on the values of cutting force and temperature as compared to feed. The predicted results are identical to the experimental values. Since this research is multi-objective, these developed models using RSM and PCA can be used for the evaluation of cutting force, temperature, and cutting time as well.

Keywords

Nanofluid-Based Green Machining Technique (NFGMT), Response Surface Methodology (RSM), Principal Component Analysis (PCA), Machining Parameters

How to Cite this Article?

Katta, S., Chaitanya, G., and Shankar, B. R. (2019). A Novel Approach of Turning on Titanium (Ti-6AL-4V) Alloy using NFGMT Coupled with GRA PCA and RSM. i-manager’s Journal on Mechanical Engineering, 9(1), 13-21. https://doi.org/10.26634/jme.9.1.14813

References

[1]. Ananth, V. P., & Vasudevan, D. (2013). Recent trends in cutting parameters and surface quality in turning operation. Journal of Manufacturing and Industrial Engineering, 4, 56-59.

[2]. Bindu, B., & Vinod, B. (2015). Measurement of Cutting forces in CNC Turning Centres: A review. International Journal of Mechanical Engineering, 3(5), 77-87.

[3]. Chikalthankar, S. B., Kakade, R. B., & Nandedkar, V. M. (2014). Investigation and optimization of tool tip temperature in turning of OHNS. International Journal of Engineering Research & Technology (IJERT), 4.(10), 1039- 1043.

[4]. Garcia, U., & Ribeiro, M. V. (2015). Ti6Al4V titanium alloy end milling with minimum quantity of fluid technique use. Materials and Manufacturing Processes, 31(7), 905-918.

[5]. Jagadesh, T., & Samuel, G. L. (2014). Investigations into cutting forces and surface roughness in micro turning of titanium alloy using coated carbide tool. Procedia Materials Science, 5, 2450-2457.

[6]. Khan, A., & Maity, K. (2017). Selection of optimal machining parameters in turning of CP-Ti Grade 2 using a Hybrid Optimization Technique. 10^th International Conference on Precision, Meso, Micro and Nano Engineering, (pp. 141-144).

[7]. Khanna, N., & Davim, J. P. (2014). Design-of-experiments application in machining titanium alloys for aerospace structural components. Measurement, 61, 280-290.

[8]. Kosaraju, A., Anne. V. G., & Popuri, B. B. (2012). Taguchi analysis on cutting forces and temperature in turning titanium Ti-6Al-4V. International Journal of Mechanical and Industrial Engineering (IJMIE),(4), 55-59.

[9]. Kumar, E. K., Rao, K. P., Rao, G. N. M., & Babu, A. R. (2014). Effects of various parameters on CNMG turning insert in machining Ti6Al4V. International Journal of Engineering and Technology Innovations, 1(2), 1-5.

[10]. Rao, C. J., Rao, D. N., & Srihari, P. (2013). Influence of cutting parameters on cutting force and surface finish in turning operation. Procedia Engineering, 64, 1405-1415.

[11]. Sahu, N. K., Andhare, A. B., & Raju, R. A. (2018). Evaluation of performance of nanofluid using multiwalled carbon nanotubes for machining of Ti–6AL–4V. Machining Science and Technology, 22(3), 476-492.

[12]. Setti, D., Ghosh, S., & Rao, P. V. (2012). Application of nano cutting fluid under Minimum Quantity Lubrication (MQL) technique to improve grinding of Ti–6Al–4V alloy. In Proceedings of World Academy of Science, Engineering and Technology (Vol. 70, pp. 512-516). World Academy of Science, Engineering and Technology.

[13]. Sharma, A. K., Tiwari, A. K., & Dixit, A. R. (2016). Effects of Minimum Quantity Lubrication (MQL) in machining processes using conventional and nanofluid based cutting fluids: A comprehensive review. Journal of Cleaner Production, 127, 1-18.

[14]. Upadhyay, V., Jain, P. K., & Mehta, N. K. (2011). Modeling and experimental study of tangential cutting force in dry turning of Ti-6Al-4V alloy. Annals of DAAAM & Proceedings, 2(1),1023-1025.

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