Research on Power Dispatching System of Wind Farm Based on 5G Communication Technology
Aiming at the challenges of real-time,accuracy and flexibility faced by wind farm power dispatching,a wind farm power dispatching system based on 5G communication technology is proposed.The system adopts an improved Long Short-Term Memory(LSTM)network model to realize wind power prediction,and realizes multi-time scale coordinated control based on Model Predictive Control(MPC)strategy.By building a 100 MW wind farm experimental platform to test the performance of the design system,it is proved that the system is superior to the traditional methods in key indicators such as wind power prediction accuracy,system response time,communication delay and control accuracy,and has good application effect.
wind farmpower dispatching5G communication technology
万方数据
维普
