International Journal of Computer Applications |
Foundation of Computer Science (FCS), NY, USA |
Volume 2 - Number 1 |
Year of Publication: 2010 |
Authors: J.Abdul Samath, P.Senthil Kumar, Ayisha Begum |
10.5120/618-869 |
J.Abdul Samath, P.Senthil Kumar, Ayisha Begum . Solution of Linear Electrical Circuit Problem Using Neural Networks. International Journal of Computer Applications. 2, 1 ( May 2010), 6-13. DOI=10.5120/618-869
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.