In view of the complex derivation and large amount of calculation of the power system frequency tracking algorithm, a new algorithm for frequency tracking of power system using a Recursive Partial Least Squares (RPLS) is proposed. The sliding window method is used in the recursive process to update data, and the appropri- ate forgetting factor is introduced. The simulation results show that this algorithm has small computation complexity in power system frequency tracking w...