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Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method

This paper presents a statistical analysis to investigatethe correlation between cutting forces and surface roughness values in turning process. Although the correlation of machining processes has been widely studied in metal cutting, it still presents a challenge as surface roughness has to be cons...

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Main Authors: Samin, R., Nuawi, M. Z., Haris, S. M., Ghani, J. A.
Format: Article
Published: Institute of Physics Publishing 2020
Online Access:http://psasir.upm.edu.my/id/eprint/85905/
https://iopscience.iop.org/article/10.1088/1742-6596/1489/1/012028
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spelling my.upm.eprints.859052023-10-18T04:38:54Z http://psasir.upm.edu.my/id/eprint/85905/ Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method Samin, R. Nuawi, M. Z. Haris, S. M. Ghani, J. A. This paper presents a statistical analysis to investigatethe correlation between cutting forces and surface roughness values in turning process. Although the correlation of machining processes has been widely studied in metal cutting, it still presents a challenge as surface roughness has to be considered for product quality and it is hard to ensure that this requirement will be achieved. The paper also presents a statistical analysis of signal processing from the force signal in time domain. The cutting force was measured during machining using Kistler 9129AA dynamometer to monitor the force signals and the data was analysed using statistical methods such as skewness, kurtosis and I-kazTM method. The statistical methods were used to data analysis to assess the effect of force signals during the machining process. The results show that the relationship between I-kaz coefficients (Ƶ∞) from the I-kazTM method and surface roughness values (Ra and Rz) can be considered very highly correlated. Institute of Physics Publishing 2020 Article PeerReviewed Samin, R. and Nuawi, M. Z. and Haris, S. M. and Ghani, J. A. (2020) Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method. Journal of Physics: Conference Series, 1489 (1). pp. 1-11. ISSN 1742-6588; ESSN: 1742-6596 https://iopscience.iop.org/article/10.1088/1742-6596/1489/1/012028 10.1088/1742-6596/1489/1/012028
institution Universiti Putra Malaysia
building UPM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Putra Malaysia
content_source UPM Institutional Repository
url_provider http://psasir.upm.edu.my/
description This paper presents a statistical analysis to investigatethe correlation between cutting forces and surface roughness values in turning process. Although the correlation of machining processes has been widely studied in metal cutting, it still presents a challenge as surface roughness has to be considered for product quality and it is hard to ensure that this requirement will be achieved. The paper also presents a statistical analysis of signal processing from the force signal in time domain. The cutting force was measured during machining using Kistler 9129AA dynamometer to monitor the force signals and the data was analysed using statistical methods such as skewness, kurtosis and I-kazTM method. The statistical methods were used to data analysis to assess the effect of force signals during the machining process. The results show that the relationship between I-kaz coefficients (Ƶ∞) from the I-kazTM method and surface roughness values (Ra and Rz) can be considered very highly correlated.
format Article
author Samin, R.
Nuawi, M. Z.
Haris, S. M.
Ghani, J. A.
spellingShingle Samin, R.
Nuawi, M. Z.
Haris, S. M.
Ghani, J. A.
Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method
author_facet Samin, R.
Nuawi, M. Z.
Haris, S. M.
Ghani, J. A.
author_sort Samin, R.
title Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method
title_short Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method
title_full Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method
title_fullStr Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method
title_full_unstemmed Statistical investigation for cutting force and surface roughness of S45C steel in turning processes by I-kazTM method
title_sort statistical investigation for cutting force and surface roughness of s45c steel in turning processes by i-kaztm method
publisher Institute of Physics Publishing
publishDate 2020
url http://psasir.upm.edu.my/id/eprint/85905/
https://iopscience.iop.org/article/10.1088/1742-6596/1489/1/012028
_version_ 1781706655244746752
score 13.211869

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