Research on Deep Learning Based Electricity Load Forecasting Method
In order to adapt to the rapid response demand of smart grid,power load forecasting has become one of the key tasks to ensure the security of power system.The accuracy of load forecasting is crucial to the stable operation of the power system.This paper analysed common methods of power load forecasting are analysed and the power load forecasting techniques are classified into traditional methods and deep learning methods according to the different research methods,which are discussed in detail;the research results are summarised,and the future development direction of power load forecasting in enhancing the security of the power system is prospected.
power load forecastingpower systemdeep learningmachine learningneural network
万方数据
维普
