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Title: :  Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6
PaperId: :  24926
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 5 2024
DUI:    16.0415/IJARIIE-24926
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Shubham K SinhaDepartment of production engineering, RSR - Rungta College of Engineering & Technology
Vikas GadpaleDepartment of production engineering, RSR - Rungta College of Engineering & Technology

Abstract

Mechanical Engineering
Teaching-Learning-Based Optimization (TLBO), Al 6061 T6, Taguchi, SN ratios, Regression, Optimization, CNC turning, machining responses.
This study investigates and optimizes the machining responses during CNC turning of aluminium 6061-T6, a material favored in industries like aerospace and automotive for its machinability and strength. The research specifically examines the influence of cutting speed, feed rate, and depth of cut on key performance metrics such as surface roughness. Using the Taguchi method, an L9 orthogonal array was employed to design the experiments, reducing the number of trials while ensuring comprehensive analysis. The experimental results indicated that feed rate was the most significant factor affecting surface roughness, with higher feed rates leading to an increase in roughness. For example, at a cutting speed of 370 m/min, feed rate of 0.25 mm/rev, and depth of cut of 1.0 mm, the surface roughness reached 9.48 µm. Conversely, the best surface finish of 0.85 µm was achieved at a cutting speed of 370 m/min, feed rate of 0.05 mm/rev, and depth of cut of 1.5 mm. Further optimization using Teaching-Learning-Based Optimization (TLBO) identified the optimal parameters for minimizing surface roughness: a cutting speed of 370 m/min, feed rate of 0.05 mm/rev, and depth of cut of 0.5 mm, resulting in a surface roughness of 0.7785 µm. This combination of Taguchi method and TLBO effectively enhances the precision and cost-efficiency of CNC turning operations, providing actionable insights for manufacturing industries seeking to optimize machining processes

Citations

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IJARIIE Shubham K Sinha, and Vikas Gadpale. "Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 5 2024 Page 377-383
MLA Shubham K Sinha, and Vikas Gadpale. "Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6." International Journal Of Advance Research And Innovative Ideas In Education 10.5(2024) : 377-383.
APA Shubham K Sinha, & Vikas Gadpale. (2024). Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6. International Journal Of Advance Research And Innovative Ideas In Education, 10(5), 377-383.
Chicago Shubham K Sinha, and Vikas Gadpale. "Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 5 (2024) : 377-383.
Oxford Shubham K Sinha, and Vikas Gadpale. 'Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, 2024, p. 377-383. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Investigation_and_optimization_of_machining_responses_in_CNC_turning_of_aluminium_6061_T6_ijariie24926.pdf (Accessed : ).
Harvard Shubham K Sinha, and Vikas Gadpale. (2024) 'Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6', International Journal Of Advance Research And Innovative Ideas In Education, 10(5), pp. 377-383IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Investigation_and_optimization_of_machining_responses_in_CNC_turning_of_aluminium_6061_T6_ijariie24926.pdf (Accessed : )
IEEE Shubham K Sinha, and Vikas Gadpale, "Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 5, pp. 377-383, Sep-Oct 2024. [Online]. Available: http://ijariie.com/AdminUploadPdf/Investigation_and_optimization_of_machining_responses_in_CNC_turning_of_aluminium_6061_T6_ijariie24926.pdf [Accessed : ].
Turabian Shubham K Sinha, and Vikas Gadpale. "Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 5 ().
Vancouver Shubham K Sinha, and Vikas Gadpale. Investigation and optimization of machining responses in CNC turning of aluminium 6061 T6. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(5) : 377-383. Available from: http://ijariie.com/AdminUploadPdf/Investigation_and_optimization_of_machining_responses_in_CNC_turning_of_aluminium_6061_T6_ijariie24926.pdf
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