Abstract The power load prediction can ensure the supply and dispatch, which will be useful for market participants to plan make strategic decisions enhance reliability, save operation maintenance costs. Short-term data series have obvious approximate periodicity, while long-term show variability dynamic features. In addition, time of various modalities, such as reports production management da...