Bookcover of Artificial Intelligence in Abrasive Jet Machining and CFD Simulation
Booktitle:

Artificial Intelligence in Abrasive Jet Machining and CFD Simulation

Applications of AI in Machining Process

LAP LAMBERT Academic Publishing (2018-02-08 )

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ISBN-13:

978-613-7-34013-4

ISBN-10:
6137340139
EAN:
9786137340134
Book language:
English
Blurb/Shorttext:
Presently Machining condition monitoring is becoming more important in the manufacturing industry to improve machine reliability and reducing the conceivable production losses. Therefore, it is essential to make a system that can adapt new data as available without affecting the performance of previously learned data. This research has considered new data monitoring or prediction techniques for abrasive jet machining process using Artificial Intelligence approaches. The Research work has been conducted in three section. Jet Pressure, impact angle, nozzle diameter are considered as an input parameter whereas material removal rate and sphericity constant (Sc) is the response parameters. After conducting the experiments Fuzzy logic is developed for this machining system. In second section result obtained by the Taguchi OA method is used for the implementation of a neural network to predict the response behavior. Finally, erosion model of CFD is used to simulate the shape profile of crater at different impact angle and correlate with the experimentally cutting profile. The last chapter initially emphasizes the fabrication of 3D cutting profile by using CNC programming.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Kamal Singh, Vikas Sharma, Manish Dadhich
Number of pages:
132
Published on:
2018-02-08
Stock:
Available
Category:
Education, Occupation, Career
Price:
55.90 €
Keywords:
Response surface methodology, Abrasive Jet Machining, Artificial Neural Networking, Fuzzy Interfacing System ANSYS 14.5

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