During the Twelfth Five-Year plan, large-scale construction of smart grid with safe and stable operation requires a timely and accurate short-term load forecasting method. Moreover, along with the full-scale smart grid construction, the power supply mode and consumption mode of the whole system can be optimized through the accurate short-term load forecasting; and the security, stability and cleanness of the system can be guaranteed.