Abstract Due to the significant intermittent, stochastic and non-stationary nature of wind power generation, it is difficult achieve desired prediction accuracy. Therefore, a method based on improved variational modal decomposition with permutation entropy proposed. First, meteorological data farms, Spearman correlation coefficient used filter that are strongly correlated establish model set; t...