We found a match
Your institution may have rights to this item. Sign in to continue.
- Title
Estimation of cutting forces and surface roughness for hard turning using neural networks.
- Authors
Sharma, Vishal S.; Dhiman, Suresh; Sehgal, Rakesh; Sharma, S. K.
- Abstract
Metal cutting mechanics is quite complicated and it is very difficult to develop a comprehensive model which involves all cutting parameters affecting machining variables. In this study, machining variables such as cutting forces and surface roughness are measured during turning at different cutting parameters such as approaching angle, speed, feed and depth of cut. The data obtained by experimentation is analyzed and used to construct model using neural networks. The model obtained is then tested with the experimental data and results are indicated.
- Subjects
METAL cutting; SURFACE roughness; ARTIFICIAL neural networks; MANUFACTURING processes; MACHINING; ARTIFICIAL intelligence
- Publication
Journal of Intelligent Manufacturing, 2008, Vol 19, Issue 4, p473
- ISSN
0956-5515
- Publication type
Article
- DOI
10.1007/s10845-008-0097-1