International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Fully Refereed | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064


Downloads: 112

Research Paper | Production Engineering | India | Volume 6 Issue 3, March 2017


Analysis & Optimization of Surface Roughness in CNC Milling Machine by Controlling Machining Parameters of EN 19 Steel

Hiren R Patel | V D Patel


Abstract: By optimization of various parameters of CNC milling process like spindle speed, feed rate and depth of cut, improvement can be achieved in surface finishing & MRR. Various methods are used for predict Surface Roughness & MRR in CNC milling machine. Here Genetic Algorithm will implemented for better and nearest result. Number of experiments will done by using CNC milling machine. An L9 Taguchi standard orthogonal array (OA) will choice for design of experiments and the main influencing factor will determined for each given machining criteria by using Analysis of variance (ANOVA), Genetic Algorithm (GA). The predicted values are confirmed by using validation experiments.


Keywords: CNC, MRR, SR, GA, ANOVA, Taguchi


Edition: Volume 6 Issue 3, March 2017,


Pages: 1465 - 1469


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How to Cite this Article?

Hiren R Patel, V D Patel, "Analysis & Optimization of Surface Roughness in CNC Milling Machine by Controlling Machining Parameters of EN 19 Steel", International Journal of Science and Research (IJSR), Volume 6 Issue 3, March 2017, pp. 1465-1469, https://www.ijsr.net/get_abstract.php?paper_id=ART20171875

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