To improve the accuracy of short term wind speed forecasting. a novel principle-subordinate prediction model based on Conv-LSTM network and BPNN is designed in this paper. The proposed model combines deep learning algorithms and improved neural network to deal with the problem of wind speed forecasting. In this model. https://rbdoutlet.shop/product-category/collections/