Modeling and Optimization of Fractal Dimension in Wire Electrical Discharge Machining of EN 31 Steel Using the ANN-GA Approach

Modeling and Optimization of Fractal Dimension in Wire Electrical Discharge Machining of EN 31 Steel Using the ANN-GA Approach

To achieve enhanced surface characteristics in wire electrical discharge machining (WEDM), the present work reports the use of an artificial neural network (ANN) combined with a genetic algorithm (GA) for the correlation and optimization of WEDM process parameters. The parameters considered are the...

Full description

Bibliographic Details
Main Authors: Arkadeb Mukhopadhyay, Tapan Kumar Barman, Prasanta Sahoo, J. Paulo Davim
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Materials
Subjects:
WEDM
EN 31 steel
surface roughness
fractal dimension
ANN
GA
Online Access:https://www.mdpi.com/1996-1944/12/3/454

Similar Items

Similar Items