Estimation of the Magnetic Abrasive Finishing System Using ANN Model - Couverture souple

K. Qate'a, Marwa; H. Kadhym, Ali; F. Mustafa, Faiz

 
9783659606496: Estimation of the Magnetic Abrasive Finishing System Using ANN Model
Couverture souple
ISBN 10 : 3659606499 ISBN 13 : 9783659606496
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

Magnetic Abrasive Finishing (MAF) is one of the advanced finishing processes, which produces a high level of surface quality and is primarily controlled by a magnetic field. In this book, an attempt has been made to estimate and simulate the influence of the magnetic abrasive finishing (MAF) parameters on the Material Removal Rate (MRR) and surface roughness (Ra) of a solid shaft duraluminum (2024) workpiece with 6mm diameter using Artificial Neural Network (ANN) model. The relationship between the input parameters with MRR and Ra has been achieved by using the regression model. This work includes the classification of MAF system, manufacturing of MAF machine and the magnetic poles, and preparing of a ferromagnetic abrasive powder by mixing the iron oxide with industrial diamond powder. A series of experimental tests have been done to generate Input/output data sets that have been used in ANN.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Magnetic Abrasive Finishing (MAF) is one of the advanced finishing processes, which produces a high level of surface quality and is primarily controlled by a magnetic field. In this book, an attempt has been made to estimate and simulate the influence of the magnetic abrasive finishing (MAF) parameters on the Material Removal Rate (MRR) and surface roughness (Ra) of a solid shaft duraluminum (2024) workpiece with 6mm diameter using Artificial Neural Network (ANN) model. The relationship between the input parameters with MRR and Ra has been achieved by using the regression model. This work includes the classification of MAF system, manufacturing of MAF machine and the magnetic poles, and preparing of a ferromagnetic abrasive powder by mixing the iron oxide with industrial diamond powder. A series of experimental tests have been done to generate Input/output data sets that have been used in ANN.

Biographie de l'auteur

Marwa K. Qate'a was born in Baghdad on January 1990. She has B.Sc. in Manufacturing Processes Engineering (2011), M.Sc. in Automated Manufacturing Engineering (2014)- Al-Khwarizmi College of Engineering, University of Baghdad - Iraq.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659606499
ISBN 13 
9783659606496
Reliure
Broché
Nombre de pages
136
Coordonnées du fabricant
non disponible
Personne responsable
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