Enterprise gas-related pollution discharge link production behavior prediction method based on equipment electricity consumption

The invention relates to an enterprise gas-related pollution discharge link production behavior prediction method based on equipment power consumption, belongs to the technical field of environment monitoring, and aims to solve the problem that the enterprise production behavior is difficult to accurately predict in the prior art. The method comprises the following steps: acquiring an equipment electricity consumption training data set, wherein samples in the equipment electricity consumption training data set comprise equipment electricity consumption time sequence data; training an LSTM model based on the equipment power consumption training data set to obtain an equipment power consumption prediction model; acquiring power consumption time series data of each device in an enterprise, and inputting the power consumption time series data of the devices into the power consumption prediction model of the devices to obtain a power consumption data prediction result of the devices; summing the equipment power co