MRIformer: A multi-resolution interactive transformer for wind speed multi-step prediction

Chengqing Yu, Guangxi Yan, Chengming Yu, Xinwei Liu, Xiwei Mi

Abstract: Highlights•MRIformer is designed based on the characteristics of wind speed data.•ASI block is used to realize subsequence information mining and interaction.•MRI block is used to realize multi-resolution data mining and information fusion.•The proposed model is compared with twelve mainstream prediction models.