PREDICTION OF CUTTING PARAMETERS BY MILLING FUNCTIONALLY GRADED MATERIAL USING NEURAL NETWORK
Journal Title: Proceedings in Manufacturing Systems - Year 2014, Vol 9, Issue 2
Abstract
Paper shows the general characteristics of graded materials, their previous industrial use and potential use of graded materials in the future. In any case, today the use of graded materials is increasing and moving from the laboratory environment into everyday use. However, the subsequent processing of the graded material remains the big unknown, and represents a major challenge for researchers and industry around the world. It could be said that the study of machinability of these materials is in its infancy and in this area are many unanswered questions. Machinability problem of graded materials was undertaken at the Faculty of Mechanical Engineering in Maribor. After a radical study of the literature and potential machining processes of graded materials, we started with the implementation of cutting processes on the workpiece. This professional paper presents the first results of the analysis, which will be used for further research and machinability study of graded materials. Also prediction of cutting forces with neural network by milling functionally graded material was made. In paper first predicted cutting forces by milling graded material are presented.
Authors and Affiliations
T. Irgolic, U. Zuperl, F. Cus
Keywords
Related Articles
- EP ID EP121923
- DOI -
- Views 111
- Downloads 0
Workflow for additive manufacturing of an individualized surgical template
Individualized surgical templates are becoming increasingly used in the medicinal field due to their advantages, ensuring better orientation during intervention, decrease of the surgery time and costs, risks of infection...
Review of the present technological advance in the field of water jet cutting
Water jet cutting (WJC) is a relative recent technology that has a high interest due to its results. The main advantage in using this flexible non-conventional technology is that there is no heat-affected zone (HAZ). Ano...
Validation of forward geometric models for ABB robots using virtual models and the software applications CATIA and ABB Robot Studio
This paper presents the working steps for the validation of the forward geometric models of ABB industrial robots (IR) using their virtual models (CAD models) along with CATIA and ABB RobotStudio software applications. A...
The relevance of fixed costs in the diagnosis of operating risk to SME’S
Due to their weak capitalization and low negotiation power on the market, small and medium-size enterprises (SME) have a high vulnerability to changes in the environment they operate. These vulnerabilities can significan...
Virtual prototyping and programming of a robotic manufacturing cell for wood machining
This paper presents the virtual prototyping and simulation of a robotic manufacturing cell for machining wood panel doors. The machining task is focused towards performing milling and drilling operations for hinge slots...