International Journal of Computer Applications
In this paper, the authors focus on the shortcomings of the existing power management system and propose an alternate methodology to achieve quick and efficient power restoration. Various restoration algorithms and technologies such as Q-learning, clustering algorithm and decision trees are discussed in this paper. Two way communication mechanisms Information and Communication Technology (ICT) is implemented with the help of smart grids which manages the ever changing demands of energy by continuously monitoring and controlling the grid's transmission system. Consumers get an opportunity to actively participate in restoration plans with the help of ICT.