Research on Power Load Prediction and Dispatch Optimization in Power Engineering
Electric power load forecasting and scheduling optimization are crucial research areas in electrical engineering,playing a pivotal role in ensuring the stable operation of power systems.Based on this,this article introduces the basic concepts and objectives of power load forecasting,and explores various methods for power load forecasting.Common load forecasting methods mainly include time series analysis,regression analysis,artificial neural networks,and support vector machines.Depending on the characteristics of different data and forecasting requirements,appropriate models can be selected for load forecasting.According to practical research,power load forecasting and scheduling optimization are important research contents in electrical engineering.Through load forecasting and scheduling optimization,it can effectively improve the quality of power supply and contribute to the sustainable development of power systems.
power load forecastingscheduling optimizationelectrical engineeringpower systempower generation capacity
万方数据
维普
