A numerical modeling of nonlinear load behavior using artificial neural networks
Abstract
In this paper it is performed a numerical study of the voltage-current characteristic of an electric arc. To predict voltages and currents values, a multi-layer perceptron Artificial Neural Networks was used under the Matlab 2012 environment. The study is based on actual recorded data obtained from a 100 tones AC Electric Arc Furnace. Results obtained by simulation are compared with the measured one.
- Publication:
-
11th International Conference of Numerical Analysis and Applied Mathematics 2013: ICNAAM 2013
- Pub Date:
- October 2013
- DOI:
- 10.1063/1.4825759
- Bibcode:
- 2013AIPC.1558.1337P