Design of Power Load Forecasting System for Power Grid Planning Based on Optical Fiber Communication Technology
In this paper,advanced technologies such as optical fiber communication,distributed big data platform,Long Short Term Memory(LSTM)network and XGBoost algorithm are adopted,and the power load forecasting system is comprehensively designed and implemented from the aspects of data collection and transmission,storage management,load forecasting modeling and result display interaction.The experimental results show that the system can significantly improve the accuracy of load forecasting while ensuring the reliability of data transmission,which proves that the system is feasible and effective in the actual power grid application and can provide strong support for power grid planning and operation management.
optic fiber communicationelectric power load forecastingLong Short Term Memory(LSTM)XGBoost algorithm