Accurate short-term load forecasting of distribution transformer in extreme weather will effectively assist power dispatching and enable safe and stable operation of power grid. Therefore. this paper proposes the Bagging–XGBoost algorithm based extreme weather identification and short-term load forecasting model. which can warn the time period and detailed value of peak load in advance. https://balboasurfandsstylers.shop/product-category/womens-tee/