Solution of Linear Electrical Circuit Problem using Neural Networks

Abstract

In this paper, Neural network algorithm is introduced to study the singular system of a linear electrical circuit for time invariant and time varying cases.The discrete solutions obtained using neural network are compared with Runge-Kutta(RK) method and exact solutions of the electrical circuit problem and are found to be very accurate.Error graphs for inductor currents and capacitor voltages are presented in a graphical form to show the efficiency of neural network algorithm.This neural network algorithm can be easily implemented in a digital computer for any singular system of electrical circuits.