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Title: :  Experimental Investigation of Vibration Based Surface Roughness Prediction System
PaperId: :  2966
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 2 Issue 4 2016
DUI:    16.0415/IJARIIE-2966
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Ravi PathakPacific University, Udaipur, Rajasthan, India
Ankur KulshreshtaPacific University, Udaipur, Rajasthan, India

Abstract

Production Engineering
DOE; ANOVA; CNC; Surface roughness; Regression
‘Mass Customization’ is an attempt to provide unique values to the customers in an efficient manner. In the present work, that unique value chosen is required surface quality instead of ‘Best’ quality which has become a choice of today’s customized market. Prediction of surface roughness is an essential requirement for any computer numeric controlled (CNC) machinery. Poor control on the desired surface roughness generates rebellious parts and results in increase in cost and loss of productivity due to rework. Surface roughness value is a result of several process variables among which vibration is of great significant. In this study, full factorial design of experiment (DOE) approach is applied to find the optimum cutting parameters to obtain predicted surface roughness in turning at computer numeric controlled (CNC) cell. Dry turning is performed for aluminum alloy bars using diamond shaped carbide tool insert. The analysis of variance (ANOVA) and correlation technique are applied to study the performance characteristics of machining parameters with surface roughness and cutting tool vibrations. Feed rate and bi-axial cutting tool vibrations are observed to be main parameters affecting surface roughness. Regression equation is formulated for estimating predicted values of surface roughness. Finally, to illustrate the effectiveness of the regression equation, the rate of error is found between the actual and predicted surface roughness values.

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IJARIIE Ravi Pathak, and Ankur Kulshreshta. "Experimental Investigation of Vibration Based Surface Roughness Prediction System" International Journal Of Advance Research And Innovative Ideas In Education Volume 2 Issue 4 2016 Page 874-887
MLA Ravi Pathak, and Ankur Kulshreshta. "Experimental Investigation of Vibration Based Surface Roughness Prediction System." International Journal Of Advance Research And Innovative Ideas In Education 2.4(2016) : 874-887.
APA Ravi Pathak, & Ankur Kulshreshta. (2016). Experimental Investigation of Vibration Based Surface Roughness Prediction System. International Journal Of Advance Research And Innovative Ideas In Education, 2(4), 874-887.
Chicago Ravi Pathak, and Ankur Kulshreshta. "Experimental Investigation of Vibration Based Surface Roughness Prediction System." International Journal Of Advance Research And Innovative Ideas In Education 2, no. 4 (2016) : 874-887.
Oxford Ravi Pathak, and Ankur Kulshreshta. 'Experimental Investigation of Vibration Based Surface Roughness Prediction System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, 2016, p. 874-887. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/Experimental_Investigation_of_Vibration_Based__Surface_Roughness_Prediction_System_ijariie2966.pdf (Accessed : 02 August 2018).
Harvard Ravi Pathak, and Ankur Kulshreshta. (2016) 'Experimental Investigation of Vibration Based Surface Roughness Prediction System', International Journal Of Advance Research And Innovative Ideas In Education, 2(4), pp. 874-887IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/Experimental_Investigation_of_Vibration_Based__Surface_Roughness_Prediction_System_ijariie2966.pdf (Accessed : 02 August 2018)
IEEE Ravi Pathak, and Ankur Kulshreshta, "Experimental Investigation of Vibration Based Surface Roughness Prediction System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 2, no. 4, pp. 874-887, Jul-Aug 2016. [Online]. Available: http://ijariie.com/AdminUploadPdf/Experimental_Investigation_of_Vibration_Based__Surface_Roughness_Prediction_System_ijariie2966.pdf [Accessed : 02 August 2018].
Turabian Ravi Pathak, and Ankur Kulshreshta. "Experimental Investigation of Vibration Based Surface Roughness Prediction System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 2 number 4 (02 August 2018).
Vancouver Ravi Pathak, and Ankur Kulshreshta. Experimental Investigation of Vibration Based Surface Roughness Prediction System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2016 [Cited : 02 August 2018]; 2(4) : 874-887. Available from: http://ijariie.com/AdminUploadPdf/Experimental_Investigation_of_Vibration_Based__Surface_Roughness_Prediction_System_ijariie2966.pdf
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