The RBF functions are divided into two tiers. These are used to calculate the distance between a point and its center. The Radial Basis Function is used to connect features in the inner layer in the first layer. The output from this layer is used in the next phase to compute the same outcome in the next iteration. Power Restoration Systems is one of the uses of the Radial Basis Function. After a blackout, power must be restored as reliably and promptly as feasible.