Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression

AISI 1060 carbon steel for turning process is used to find out best cutting parameters using Analysis of Variance (ANOVA) and Regression Concept. Optimization of cutting parameters in turning operation is analyzed in this study. Cutting speed and force affects remarkably on the roughness on the surf...

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Main Authors:	Chowdhury, M. A., Debnath, U. K., Kamruzzaman, M., Nuruzzaman, D. M., Mia, Md. Shahin
Format:	Article
Language:	English
Published:	Faculty of Engineering, University of Kragujevac 2019
Subjects:	TJ Mechanical engineering and machinery TS Manufactures
Online Access:	http://umpir.ump.edu.my/id/eprint/24916/ http://umpir.ump.edu.my/id/eprint/24916/ http://umpir.ump.edu.my/id/eprint/24916/ http://umpir.ump.edu.my/id/eprint/24916/1/Analysis%20and%20optimization%20of%20turned%20surfaces%20of.pdf

id	ump-24916
recordtype	eprints
spelling	ump-249162019-10-14T04:27:35Z http://umpir.ump.edu.my/id/eprint/24916/ Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression Chowdhury, M. A. Debnath, U. K. Kamruzzaman, M. Nuruzzaman, D. M. Mia, Md. Shahin TJ Mechanical engineering and machinery TS Manufactures AISI 1060 carbon steel for turning process is used to find out best cutting parameters using Analysis of Variance (ANOVA) and Regression Concept. Optimization of cutting parameters in turning operation is analyzed in this study. Cutting speed and force affects remarkably on the roughness on the surfaces of the test sample at all cutting operations. The reasonable surface roughness was obtained at a low feed rate in the combination of high cutting speed. Tool vibration was increased with the depth of cut and feed rate. In this study surface roughness was obtained which mostly dependent on the cutting speed, that contribution was 59.74 % and feed rate contribution was found as 13.75 %. The A multilinear regression model was developed to correlate the different cutting parameters. Faculty of Engineering, University of Kragujevac 2019-03 Article PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24916/1/Analysis%20and%20optimization%20of%20turned%20surfaces%20of.pdf Chowdhury, M. A. and Debnath, U. K. and Kamruzzaman, M. and Nuruzzaman, D. M. and Mia, Md. Shahin (2019) Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression. Tribology in Industry, 41 (1). pp. 23-32. ISSN 0354-8996 https://doi.org/10.24874/ti.2019.41.01.03 https://doi.org/10.24874/ti.2019.41.01.03
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery TS Manufactures
spellingShingle	TJ Mechanical engineering and machinery TS Manufactures Chowdhury, M. A. Debnath, U. K. Kamruzzaman, M. Nuruzzaman, D. M. Mia, Md. Shahin Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression
description	AISI 1060 carbon steel for turning process is used to find out best cutting parameters using Analysis of Variance (ANOVA) and Regression Concept. Optimization of cutting parameters in turning operation is analyzed in this study. Cutting speed and force affects remarkably on the roughness on the surfaces of the test sample at all cutting operations. The reasonable surface roughness was obtained at a low feed rate in the combination of high cutting speed. Tool vibration was increased with the depth of cut and feed rate. In this study surface roughness was obtained which mostly dependent on the cutting speed, that contribution was 59.74 % and feed rate contribution was found as 13.75 %. The A multilinear regression model was developed to correlate the different cutting parameters.
format	Article
author	Chowdhury, M. A. Debnath, U. K. Kamruzzaman, M. Nuruzzaman, D. M. Mia, Md. Shahin
author_facet	Chowdhury, M. A. Debnath, U. K. Kamruzzaman, M. Nuruzzaman, D. M. Mia, Md. Shahin
author_sort	Chowdhury, M. A.
title	Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression
title_short	Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression
title_full	Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression
title_fullStr	Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression
title_full_unstemmed	Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression
title_sort	analysis and optimization of turned surfaces of aisi 1060 using anova and regression
publisher	Faculty of Engineering, University of Kragujevac
publishDate	2019
url	http://umpir.ump.edu.my/id/eprint/24916/ http://umpir.ump.edu.my/id/eprint/24916/ http://umpir.ump.edu.my/id/eprint/24916/ http://umpir.ump.edu.my/id/eprint/24916/1/Analysis%20and%20optimization%20of%20turned%20surfaces%20of.pdf
first_indexed	2023-09-18T22:37:58Z
last_indexed	2023-09-18T22:37:58Z
_version_	1777416723121569792

Analysis and optimization of turned surfaces of AISI 1060 using ANOVA and regression

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