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Modeling of the Cutting Forces in Turning Process Using Various Methods of Cooling and Lubricating : An Artificial Intelligence Approach
Joint Authors
Kramar, Davorin
Sredanovic, Branislav
Lakic-Globocki, Gordana
Cica, Djordje
Source
Advances in Mechanical Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-8, 8 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-05-14
Country of Publication
Egypt
No. of Pages
8
Main Subjects
Abstract EN
Cutting forces are one of the inherent phenomena and a very significant indicator of the metal cutting process.
The work presented in this paper is an investigation of the prediction of these parameters in turning using soft computing techniques.
During the experimental research focus is placed on the application of various methods of cooling and lubricating of the cutting zone.
On this occasion were used the conventional method of cooling and lubricating, high pressure jet assisted machining, and minimal quantity lubrication technique.
The data obtained by experiment are used to create two different models, namely, artificial neural network and adaptive networks based fuzzy inference systems for prediction of cutting forces.
Furthermore, both models are compared with the experimental data and results are indicated.
American Psychological Association (APA)
Cica, Djordje& Sredanovic, Branislav& Lakic-Globocki, Gordana& Kramar, Davorin. 2013. Modeling of the Cutting Forces in Turning Process Using Various Methods of Cooling and Lubricating : An Artificial Intelligence Approach. Advances in Mechanical Engineering،Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-499053
Modern Language Association (MLA)
Cica, Djordje…[et al.]. Modeling of the Cutting Forces in Turning Process Using Various Methods of Cooling and Lubricating : An Artificial Intelligence Approach. Advances in Mechanical Engineering No. 2013 (2013), pp.1-8.
https://search.emarefa.net/detail/BIM-499053
American Medical Association (AMA)
Cica, Djordje& Sredanovic, Branislav& Lakic-Globocki, Gordana& Kramar, Davorin. Modeling of the Cutting Forces in Turning Process Using Various Methods of Cooling and Lubricating : An Artificial Intelligence Approach. Advances in Mechanical Engineering. 2013. Vol. 2013, no. 2013, pp.1-8.
https://search.emarefa.net/detail/BIM-499053
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-499053