AI-OPTIMIZED ELECTRICAL DISCHARGE MACHINING FOR PRECISION MANUFACTURIN: ELECTRICAL DISCHARGE MACHINING - Softcover

Patel, Rajendra; PATTANAYAK, JAGDISH

 
9786208432102: AI-OPTIMIZED ELECTRICAL DISCHARGE MACHINING FOR PRECISION MANUFACTURIN: ELECTRICAL DISCHARGE MACHINING
Softcover
ISBN 10: 6208432103 ISBN 13: 9786208432102
Publisher: LAP LAMBERT Academic Publishing, 2025

Synopsis

AI-Optimized Electrical Discharge Machining for Precision Manufacturing Abstract Electrical Discharge Machining (EDM) is a widely used non-traditional machining process that provides high precision and complex geometrical shapes in hard-to-machine materials. However, optimizing EDM parameters remains a challenge due to its stochastic nature and dependency on multiple process variables. The integration of Artificial Intelligence (AI) techniques in EDM has emerged as a transformative approach to enhance efficiency, precision, and surface quality. This study explores various AI-based methodologies such as machine learning, artificial neural networks, fuzzy logic, and genetic algorithms for optimizing EDM process parameters. The aim is to develop a comprehensive AI-based optimization framework to improve machining performance, reduce tool wear, and enhance material removal rates.

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Publisher
LAP LAMBERT Academic Publishing
Publication date
2025
Language
English
ISBN 10 
6208432103
ISBN 13 
9786208432102
Binding
Paperback
Number of pages
52