The invention discloses a novel industrial power consumption prediction method. The novel industrial power consumption prediction method includes the steps: qualitatively analyzing the relation between the high energy-consuming industry power consumption and the industrial power consumption, and the relation between the high energy-consuming industry economic index and the power consumption index;according to the qualitative analysis result, constructing a high energy-consuming industry power consumption prediction model; constructing an industrial power consumption prediction model; according to the current economic development environment of the predicted area, setting an exogenous variable; and predicting the industrial power consumption. The novel industrial power consumption prediction method can directly correlate the prediction model of industrial power consumption with the high energy-consuming industry power consumption, the economic index and other factors, thus being able to adapted to power prediction under the economic new normal state, improving the accuracy of predicting industrial power consumption, and being simple and reliable.