Modeling of wire-cut EDM by neural network

M. S. Shunmugam; S. Sai Kumar; I. K. Kaul

doi:10.1117/12.359519

20 August 1999 Modeling of wire-cut EDM by neural network

M. S. Shunmugam, S. Sai Kumar, I. K. Kaul

Proceedings Volume 3833, Intelligent Systems in Design and Manufacturing II; (1999) https://doi.org/10.1117/12.359519
Event: Photonics East '99, 1999, Boston, MA, United States

Abstract

Wire-cut EDM is a highly complex process, which is characterized by non-linear behavior. Due to very large number of input parameters, a Neural Network Approach is followed in this paper to model this process. A large number of experiments have been carried out to train the network. The model is also tested using additional experimental data. It is found that neural network models of wire-cut EDM process provide results with required accuracy. The important input parameters have been identified and reported in this paper.

Citation Download Citation

M. S. Shunmugam, S. Sai Kumar, and I. K. Kaul "Modeling of wire-cut EDM by neural network", Proc. SPIE 3833, Intelligent Systems in Design and Manufacturing II, (20 August 1999); https://doi.org/10.1117/12.359519

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