Title :
Technological parameters simulation of cutting red copper by wire cut electrical discharge machining
Author :
Li Xu ; Chao Liang ; Ke Wu
Author_Institution :
Mech. Power & Eng. Coll., Harbin Univ. of Sci. & Technol., Harbin, China
Abstract :
The technology of Wire cut Electrical Discharge Machining (WEDM) is widely used in machinery manufacturing industry, but chooses the technological parameters is so difficult that it can influence the quality of processing and productivity. As a new type of neural network modeling tools, neural network is a neuron by a number of large-scale cross-link the composition of parallel distributed information processing system with self-organizing, self-learning and good fault tolerance system complexity can be used to simulate realistic input and output relations, has a strong nonlinear modeling capability. In this paper, modeling of traditional method is adopted to solve the problem at first, and then combining the characteristics of artificial neural network using WEDM process simulation model.
Keywords :
cutting; electrical discharge machining; fault tolerance; machinery production industries; neural nets; parallel processing; WEDM; fault tolerance system; machinery manufacturing industry; neural network modeling tools; parallel distributed information processing system; red copper cutting; technological parameters simulation; wire cut electrical discharge machining; Biological neural networks; Fitting; Predictive models; Radial basis function networks; Rough surfaces; Surface roughness; Surface treatment; RBF neural network; WEDM; simulation;
Conference_Titel :
Electronic and Mechanical Engineering and Information Technology (EMEIT), 2011 International Conference on
Conference_Location :
Harbin, Heilongjiang, China
Print_ISBN :
978-1-61284-087-1
DOI :
10.1109/EMEIT.2011.6023266