Title: | Optimizing parameters for machining general continuous forms using genetic algorithm |
Authors: | Su, CT Chen, MC 交大名義發表 工業工程與管理學系 National Chiao Tung University Department of Industrial Engineering and Management |
Keywords: | machining parameter optimization;constrained nonlinear optimization;turning operations;general continuous form;genetic algorithm |
Issue Date: | 1-Jun-1997 |
Abstract: | With the widespread application of CNC (computer numerical control) machines in industry, machining condition optimization becomes an important problem. Turning is one of the most widely used metal removal processes. The formulation of turning optimization model for bar components has been investigated extensively in the literature. However, the machined parts in turning operations frequently have general continuous forms. In this paper, we develop a mathematical model to determine the optimal machining parameters for such turned parts. A genetic algorithm (GA) is applied to find the optimal solution. Finally, numerical examples are given to explain the application of developed model and GA. |
URI: | http://hdl.handle.net/11536/504 |
ISSN: | 1072-4761 |
Journal: | INTERNATIONAL JOURNAL OF INDUSTRIAL ENGINEERING-APPLICATIONS AND PRACTICE |
Volume: | 4 |
Issue: | 2 |
Begin Page: | 103 |
End Page: | 114 |
Appears in Collections: | Articles |