The determination of the electric and magnetic field that occured around the power transmission lines with artifical neural network

In this study, to be estimate the electric and magnetic fields that occurred around the power transmission lines, Artificial Neural Network has been used as a new approach. Firstly, electric and magnetic fields levels around the power transmission lines has been measured, and then levels of field that occurred around this power lines has been predicted by using multilayer artificial neural networks model. Also, for the analytical calculation of electric and magnetic fields have been used Charge Simulation Method and Biot Sawart Law, respectively. In the study, 31.5 kV, 154 kV and 380 kV typical power transmission lines used in Turkey have been selected. Electric and magnetic field levels occurred around this power lines has been showed to be predicted with ANN models, as a highly accuracy results. The new information which is related to field levels has been obtained for this power lines, depending on annual power demand. The results obtained from this research will be reference to the researchers focused on biological effects of electric and magnetic fields.