Electricity selling company time-sharing transaction method and device based on load segmentation prediction

The invention provides an electricity selling company time-phased transaction method based on load segmented prediction. The method comprises the following steps: obtaining historical load data of an electricity selling company agent user; processing the obtained historical load data; performing power load future trend prediction according to the processed historical load data; according to the power load future trend prediction result and the historical power consumption data of the agent user, a transaction scheme is generated, and an electricity selling company participates in time-phased transaction according to the scheme; the method comprises the steps of monitoring historical load data of agent users of an electricity selling company; various kinds of historical data collected in a period of time are used as training data to train a network model, future development trend prediction is performed on various kinds of historical load data through the trained network model, a transaction scheme is generate