Long Term Trend Analysis and Prediction Methods for Wind Speed Prediction in Wind Farms
As an important component of clean energy,wind power generation's stable and reliable power generation capacity is of great significance for energy supply.However,the variability and uncertainty of wind energy pose challenges to the operation and management of wind farms.The article outlines the theoretical basis of long-term trend analysis,discusses commonly used prediction methods and models,and verifies the accuracy of deep learning based prediction models through experiments,in order to provide reference for relevant personnel.
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