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Surface roughness modeling for CNC end milling using artificial neural network

This research presents the effect of high cutting speed on the surface roughness in the end milling process by using the Artificial Neural Network (ANN). An experimental investigation was conducted to measure the surface ro ughness for end milling. A set of sparse experimental data for finish en...

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Main Authors: Al Hazza, Muataz Hazza Faizi, Adesta, Erry Yulian Triblas
Format: Conference or Workshop Item
Language:English
English
English
Published: 2013
Subjects:
T Technology (General)
Online Access:http://irep.iium.edu.my/32816/9/SCN_0009.jpg
http://irep.iium.edu.my/32816/1/icom13brochure.pdf
http://irep.iium.edu.my/32816/13/2181b_iium_conference_mechatronic_2013.pdf
http://irep.iium.edu.my/32816/
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spelling my.iium.irep.328162013-11-19T07:44:36Z http://irep.iium.edu.my/32816/ Surface roughness modeling for CNC end milling using artificial neural network Al Hazza, Muataz Hazza Faizi Adesta, Erry Yulian Triblas T Technology (General) This research presents the effect of high cutting speed on the surface roughness in the end milling process by using the Artificial Neural Network (ANN). An experimental investigation was conducted to measure the surface ro ughness for end milling. A set of sparse experimental data for finish end milling on AISI H13 at hardness of 48 HRC have been conducted. The artificial neural network (ANN) was applied to simulate and study the effect of high cutting speed on the surface roughness. 2013-07 Conference or Workshop Item REM application/pdf en http://irep.iium.edu.my/32816/9/SCN_0009.jpg application/pdf en http://irep.iium.edu.my/32816/1/icom13brochure.pdf application/pdf en http://irep.iium.edu.my/32816/13/2181b_iium_conference_mechatronic_2013.pdf Al Hazza, Muataz Hazza Faizi and Adesta, Erry Yulian Triblas (2013) Surface roughness modeling for CNC end milling using artificial neural network. In: 5th International Conference on Mechatronics (ICOM'13), 2 – 4 July 2013, Kuala Lumpur, Malaysia. (Unpublished)
institution Universiti Islam Antarabangsa Malaysia
building IIUM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider International Islamic University Malaysia
content_source IIUM Repository (IREP)
url_provider http://irep.iium.edu.my/
language English
English
English
topic T Technology (General)
spellingShingle T Technology (General)
Al Hazza, Muataz Hazza Faizi
Adesta, Erry Yulian Triblas
Surface roughness modeling for CNC end milling using artificial neural network
description This research presents the effect of high cutting speed on the surface roughness in the end milling process by using the Artificial Neural Network (ANN). An experimental investigation was conducted to measure the surface ro ughness for end milling. A set of sparse experimental data for finish end milling on AISI H13 at hardness of 48 HRC have been conducted. The artificial neural network (ANN) was applied to simulate and study the effect of high cutting speed on the surface roughness.
format Conference or Workshop Item
author Al Hazza, Muataz Hazza Faizi
Adesta, Erry Yulian Triblas
author_facet Al Hazza, Muataz Hazza Faizi
Adesta, Erry Yulian Triblas
author_sort Al Hazza, Muataz Hazza Faizi
title Surface roughness modeling for CNC end milling using artificial neural network
title_short Surface roughness modeling for CNC end milling using artificial neural network
title_full Surface roughness modeling for CNC end milling using artificial neural network
title_fullStr Surface roughness modeling for CNC end milling using artificial neural network
title_full_unstemmed Surface roughness modeling for CNC end milling using artificial neural network
title_sort surface roughness modeling for cnc end milling using artificial neural network
publishDate 2013
url http://irep.iium.edu.my/32816/9/SCN_0009.jpg
http://irep.iium.edu.my/32816/1/icom13brochure.pdf
http://irep.iium.edu.my/32816/13/2181b_iium_conference_mechatronic_2013.pdf
http://irep.iium.edu.my/32816/
_version_ 1643610301406380032
score 13.159267

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