Research on Load Forecasting of Smart Grid with Distributed Power Sources
With the transformation of energy structure and the improvement of environmental protection requirements,distributed power supply,as a clean and efficient energy source,has gradually attracted attention.Distributed power supply has the characteristics of decentralized layout,flexible access and efficient utilization,and can be closely integrated with smart grid to improve the power supply quality and reliability of power system.This paper mainly studies the smart grid load forecasting model based on distributed generation.By introducing the concept of distributed generation and its application in smart grid,the construction process of smart grid load forecasting model based on distributed generation is described in detail,including data acquisition and preprocessing,feature extraction and selection,model construction and optimization.The experimental results show that the load forecasting model proposed in this paper has high forecasting accuracy and stability,and can provide strong support for smart grid dispatching and management.
distributed power sourcessmart gridload forecasting