An Adaptive Neuro - Fuzzy Approach to Estimate Electric and Magnetic Fields Around Iraqi 132kV Power Transmission Lines

Abstract

This research presents an approach based on the adaptive neuro-fuzzy inference system (ANFIS) to estimate electric and magnetic fields around Iraqi 132kV transmission lines. This system has been trained, using finite element calculations for three cases study having different span locations crossing of public services (roads, buildings). It is proved that proposed approach may be used to calculate the electromagnetic fields in new cases differing significantly from the cases used for training with the high accuracy and time efficiency