SURFACE ROUGHNESS PREDICTION OF AL ALLOY USING ANN IN CNC TURNING: Using Ann in CNC Turning to Predict Surface Roughness of an Al Alloy RDE-40 and H-15

SRINIVASAN, D.R.

ISBN 10: 6203582743 / ISBN 13: 9786203582741

Published by LAP LAMBERT Academic Publishing, 2021

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Bibliographic Details

• Title: SURFACE ROUGHNESS PREDICTION OF AL ALLOY USING ANN IN CNC TURNING: Using Ann in CNC Turning to Predict Surface Roughness of an Al Alloy RDE-40 and H-15
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2021
• Language: English
• ISBN 10: 6203582743
• ISBN 13: 9786203582741
• Binding: paperback
• Condition: New
• Book Type: book

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Synopsis

Machining of advance aerospace materials like alloys of aluminum has posed a lot of challenges with the existing cutting tools higher the metal feed cutting rate lower is the surface finish and lower is metal feed cutting rate better is the surface finish. Also surface finish has played a prominent role in the machining of materials as it determines the number of steps required for process of aluminum alloy from the initial stage i.e. raw material stage to finished product. The experimental investigation was conducted by varying different operating parameters like spindle speed, feed rate and depth of cut. The obtained results were taken as inputs and by using Artificial Neural Network to obtain optimized solution of different conflicting parameters in terms of higher feed rate, maximum depth of cut and higher spindle speed accompanied by best surface finish.