Machining Parameter Optimization for Cylindrical Part in CNC Turning Centre Using Mathematical Model and Genetic Algorithm Approach
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2017, Vol 5, Issue 6
Abstract
This paper presents machining parameters (turning process) optimization based on the use of artificial intelligence. To obtain greater efficiency and productivity of the machine tool, optimal cutting parameters have to be obtained. In order to find optimal cutting parameters, the genetic algorithm (GA) has been used as an optimal solution finder. Optimization has to yield minimum machining time and minimum production cost, while considering technological and material constraints.
Authors and Affiliations
Abhishek Agrawal, Dr. R. S. Rajput, Dr. Nitin Shrivastava
Keywords
Related Articles
- EP ID EP24450
- DOI -
- Views 299
- Downloads 9
An Algorithm for Association Rules Mining using Apriori based on Genetic Algorithm
Presently Apriori algorithm plays an essential role in deriving frequent itemsets and then extracting association rules out of it. It is one of the classical algorithms for finding association rules, and is widely used...
Design of Low Cost CNC Controller using Raspberry Pi
This project aims at the design of a Low cost hardware used for controlling CNC machine which overcomes the disadvantages such as cost and software complications. The movement of the three axes: x, y and z of the CNC ma...
Exam Evaluation System
the project is Examination scheduling or planning is a very crucial activity for any education and training institutes to conduct end-of-term examination which helps to optimize use of campuses rooms, time slot and tota...
Determination of Optimal Meeting Location for Preserving on Mobile Devices
Presently a-days, individuals of urban and rustic are utilizing PDAs and cell phones seriously. Specifically urban populace relies on upon the applications and devices which are given by the cell phones and PDAs to arra...
Design and Development of Hybrid Powered Grass Cutter
Fast development about Different high-tail devices Furthermore equipments makes our employments completed agreeable also sophisticated. Those undertaking points during fabricating a grass cutting machine framework which...