The dependence of wind power on the natural environment leads to volatility. which can cause hidden dangers to the safe and stable operation of the power grid. In this work. a deep learning-based GoogLeNet-embedded no-pooling dimension fully-connected prediction network is proposed for the short-term prediction issue of wind power generation. https://www.chiggate.com/color-charm-050-cooling-violet-supply/