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2019 | OriginalPaper | Buchkapitel

Statistical Analysis of Surface Roughness Using RSM in Hard Turning of AISI 4340 Steel with Ceramic Tool

verfasst von : Asutosh Panda, Sudhansu Ranjan Das, Debabrata Dhupal

Erschienen in: Advances in Industrial and Production Engineering

Verlag: Springer Singapore

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Abstract

The present study concerns the modeling and optimization of surface roughness in dry hard turning of high-strength low-alloy (HSLA) grade AISI 4340 steel (49 HRC) with coated ceramic tool. For parametric study, the turning operations have been established according to Taguchi L27 orthogonal array consisting of an experimental design matrix 3 levels and 3 principal turning parameters (factors) such as, cutting speed, axial feed, and depth of cut. Analysis of sixteen set experimental data with ANOVA showed that axial feed and speed are the most significant controlled cutting parameters for hard turning operation, if the improvement of the machined surface finish is considered. Thereafter, statistical regression model based on response surface methodology has been proposed for correlation of cutting parameters with machined workpiece surface roughness. Finally, optimal cutting conditions with the aim to minimize the surface roughness via desirability function approach of RSM are proposed.

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Literatur
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Zurück zum Zitat Das SR, Panda A, Dhupal D (2017) Analysis of surface roughness in hard turning with coated ceramic inserts: cutting parameters effects, prediction model, cutting conditions optimization and cost analysis. Ciência e Técnica Vitivinícola: Sci Technol J 32:127–154 Das SR, Panda A, Dhupal D (2017) Analysis of surface roughness in hard turning with coated ceramic inserts: cutting parameters effects, prediction model, cutting conditions optimization and cost analysis. Ciência e Técnica Vitivinícola: Sci Technol J 32:127–154
2.
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Zurück zum Zitat Das SR, Kumar A, Dhupal D (2016) Experimental investigation on cutting force and surface roughness in machining of hardened AISI 52100 steel using CBN tool. Int J Mach Mach Mater 18:501–521 Das SR, Kumar A, Dhupal D (2016) Experimental investigation on cutting force and surface roughness in machining of hardened AISI 52100 steel using CBN tool. Int J Mach Mach Mater 18:501–521
5.
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Metadaten
Titel
Statistical Analysis of Surface Roughness Using RSM in Hard Turning of AISI 4340 Steel with Ceramic Tool
verfasst von
Asutosh Panda
Sudhansu Ranjan Das
Debabrata Dhupal
Copyright-Jahr
2019
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-13-6412-9_3

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