Estimation of the Magnetic Abrasive Finishing System Using ANN Model

Estimation of the Magnetic Abrasive Finishing System Using ANN Model

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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 incl...