Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman

Traditionally petroleum based fluids are widely used in the manufacturing industry. However they are environmentally more harmful as well as cause significant problems to the operators. This paper presents a case study that uses an environmentally friendly soybean based cutting fluid. This experimen...

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Main Authors:	Nageswara Rao, Posinasetti, Zhang, Julie, Eckman, Marry
Format:	Article
Language:	English
Published:	Faculty of Mechanical Engineering 2013
Online Access:	http://ir.uitm.edu.my/id/eprint/17614/ http://ir.uitm.edu.my/id/eprint/17614/1/AJ_POSINASETTI%20NAGESWARA%20RAO%20JME%2013.pdf

id	uitm-17614
recordtype	eprints
spelling	uitm-176142019-10-23T04:24:34Z http://ir.uitm.edu.my/id/eprint/17614/ Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman Nageswara Rao, Posinasetti Zhang, Julie Eckman, Marry Traditionally petroleum based fluids are widely used in the manufacturing industry. However they are environmentally more harmful as well as cause significant problems to the operators. This paper presents a case study that uses an environmentally friendly soybean based cutting fluid. This experimental study compared the tool wear with dry cutting, using the soybean based cutting fluid and a petroleum based cutting fluid at manufacturer suggested cutting fluid concentrations in a CNC turning operation. It was found that the soybean based cutting fluid provided a comparable performance as that of the petroleum cutting fluid in controlling tool wear. Further experiments were conducted with the soybean based cutting fluid at different concentrations. From the tool wear data collected at different soybean based cutting fluid concentrations a linear regression model was built to predict the tool wear based on the soybean cutting fluid concentration. The manufacturing professionals can utilize this regression model, to analyze the machining process with a view to maximizing the tool life and minimizing the machining cost. Faculty of Mechanical Engineering 2013 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/17614/1/AJ_POSINASETTI%20NAGESWARA%20RAO%20JME%2013.pdf Nageswara Rao, Posinasetti and Zhang, Julie and Eckman, Marry (2013) Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman. Journal of Mechanical Engineering, 10 (1). pp. 85-102. ISSN 1823-5514
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
description	Traditionally petroleum based fluids are widely used in the manufacturing industry. However they are environmentally more harmful as well as cause significant problems to the operators. This paper presents a case study that uses an environmentally friendly soybean based cutting fluid. This experimental study compared the tool wear with dry cutting, using the soybean based cutting fluid and a petroleum based cutting fluid at manufacturer suggested cutting fluid concentrations in a CNC turning operation. It was found that the soybean based cutting fluid provided a comparable performance as that of the petroleum cutting fluid in controlling tool wear. Further experiments were conducted with the soybean based cutting fluid at different concentrations. From the tool wear data collected at different soybean based cutting fluid concentrations a linear regression model was built to predict the tool wear based on the soybean cutting fluid concentration. The manufacturing professionals can utilize this regression model, to analyze the machining process with a view to maximizing the tool life and minimizing the machining cost.
format	Article
author	Nageswara Rao, Posinasetti Zhang, Julie Eckman, Marry
spellingShingle	Nageswara Rao, Posinasetti Zhang, Julie Eckman, Marry Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman
author_facet	Nageswara Rao, Posinasetti Zhang, Julie Eckman, Marry
author_sort	Nageswara Rao, Posinasetti
title	Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman
title_short	Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman
title_full	Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman
title_fullStr	Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman
title_full_unstemmed	Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman
title_sort	experimental study and regression modeling of tool wear in cnc turning operation using soybean based cutting fluid / posinasetti nageswara rao, julie zhang and marry eckman
publisher	Faculty of Mechanical Engineering
publishDate	2013
url	http://ir.uitm.edu.my/id/eprint/17614/ http://ir.uitm.edu.my/id/eprint/17614/1/AJ_POSINASETTI%20NAGESWARA%20RAO%20JME%2013.pdf
first_indexed	2023-09-18T22:58:40Z
last_indexed	2023-09-18T22:58:40Z
_version_	1777418026114613248

Experimental study and regression modeling of tool wear in CNC turning operation using soybean based cutting fluid / Posinasetti Nageswara Rao, Julie Zhang and Marry Eckman

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