With every passing day, the Energy requirement increases. To meet these the requirements Power system is continuously operated near to its Equilibrium point, maintaining the performance and efficiency is another challenge to meet with this. Low Frequency Oscillations arises in the system due to change in load of the system. This work is all about how Neural Networks can help us to achieve all these goals keeping performance of Power System Stabilizer intact.