The non intrusive load identification module calculates and analyzes the voltage, current and other data of the original sampling data input by the SPI signal of the electric energy meter, so as to identify the main electrical equipment and working status in the user's environment, which meets the General technical specification for non intrusive load sensing module of IOT meter of the State Grid.