Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel

This paper presents a study of the development of a tool life model in end milling of hardened steel AISI D2 using PVD TiAlN coated carbide cutting tool. The hardness of AISI D2 tool lies within the range of 56-58 HRC. The independent variables or the primary machining parameters selected for this...

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Main Authors:	Lajis, Mohd Amri, Amin, A. K. M. Nurul, Karim, A.N. Mustafizul, Khalid, A. K. H.
Format:	Conference or Workshop Item
Language:	English
Published:	2007
Subjects:	T55.4 Industrial engineering.Management engineering. T58.7 Production capacity. Manufacturing capacity
Online Access:	http://irep.iium.edu.my/26882/ http://irep.iium.edu.my/26882/1/DAAAM_Symp_07_%2318.pdf

id	iium-26882
recordtype	eprints
spelling	iium-268822013-09-10T08:18:49Z http://irep.iium.edu.my/26882/ Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel Lajis, Mohd Amri Amin, A. K. M. Nurul Karim, A.N. Mustafizul Khalid, A. K. H. T55.4 Industrial engineering.Management engineering. T58.7 Production capacity. Manufacturing capacity This paper presents a study of the development of a tool life model in end milling of hardened steel AISI D2 using PVD TiAlN coated carbide cutting tool. The hardness of AISI D2 tool lies within the range of 56-58 HRC. The independent variables or the primary machining parameters selected for this experiment were the cutting speed, feed, and depth of cut. First and second order models were developed using Response Surface Methodology (RSM). Experiments were conducted within specified ranges of the parameters. Design-Expert 6.0 software was used to develop the tool life equations as the predictive models. The predicted tool life results are presented in terms of both 1st and 2nd order equations with the aid of a statistical design of experiment software called Design-Expert version 6.0. Analysis of variance (ANOVA) with 95% confidence interval has indicated that the models are valid in predicting the tool life of the part machined under specified condition. 2007-10 Conference or Workshop Item PeerReviewed application/pdf en http://irep.iium.edu.my/26882/1/DAAAM_Symp_07_%2318.pdf Lajis, Mohd Amri and Amin, A. K. M. Nurul and Karim, A.N. Mustafizul and Khalid, A. K. H. (2007) Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel. In: The 18th International DAAM Symposium on Intelligent Manufacturing and Automation, , 24 - 27 Oct., 2007, Zadar, Croatia.
repository_type	Digital Repository
institution_category	Local University
institution	International Islamic University Malaysia
building	IIUM Repository
collection	Online Access
language	English
topic	T55.4 Industrial engineering.Management engineering. T58.7 Production capacity. Manufacturing capacity
spellingShingle	T55.4 Industrial engineering.Management engineering. T58.7 Production capacity. Manufacturing capacity Lajis, Mohd Amri Amin, A. K. M. Nurul Karim, A.N. Mustafizul Khalid, A. K. H. Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel
description	This paper presents a study of the development of a tool life model in end milling of hardened steel AISI D2 using PVD TiAlN coated carbide cutting tool. The hardness of AISI D2 tool lies within the range of 56-58 HRC. The independent variables or the primary machining parameters selected for this experiment were the cutting speed, feed, and depth of cut. First and second order models were developed using Response Surface Methodology (RSM). Experiments were conducted within specified ranges of the parameters. Design-Expert 6.0 software was used to develop the tool life equations as the predictive models. The predicted tool life results are presented in terms of both 1st and 2nd order equations with the aid of a statistical design of experiment software called Design-Expert version 6.0. Analysis of variance (ANOVA) with 95% confidence interval has indicated that the models are valid in predicting the tool life of the part machined under specified condition.
format	Conference or Workshop Item
author	Lajis, Mohd Amri Amin, A. K. M. Nurul Karim, A.N. Mustafizul Khalid, A. K. H.
author_facet	Lajis, Mohd Amri Amin, A. K. M. Nurul Karim, A.N. Mustafizul Khalid, A. K. H.
author_sort	Lajis, Mohd Amri
title	Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel
title_short	Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel
title_full	Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel
title_fullStr	Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel
title_full_unstemmed	Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel
title_sort	modelling of tool life by response surface methodology in hard milling of aisi d2 tool steel
publishDate	2007
url	http://irep.iium.edu.my/26882/ http://irep.iium.edu.my/26882/1/DAAAM_Symp_07_%2318.pdf
first_indexed	2023-09-18T20:39:59Z
last_indexed	2023-09-18T20:39:59Z
_version_	1777409300792082432

Modelling of tool life by response surface methodology in hard milling of Aisi D2 tool steel

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