期刊论文

Cheng, C

英文

热带气象学报

1004-4965

2023

29

4

473-481

10.3724/j.1006-8775.2023.035

National Key Research and Development Program of the Ministry of Science [2018YFB1502801]; Hubei Provincial Natural Science Foundation [2022CFD017]; Innovation and Development Project of China Meteorological Administration [CXFZ2023J044]

本校为其他机构

This study assesses the predictive capabilities of the CMA-GD model for wind speed prediction in two wind farms located in Hubei Province, China. The observed wind speeds at the height of 70m in wind turbines of two wind farms in Suizhou serve as the actual observation data for comparison and testing. At the same time, the wind speed predicted by the EC model is also included for comparative analysis. The results indicate that the CMA-GD model performs better than the EC model in Wind Farm A. The CMA-GD model exhibits a monthly average correlation coefficient of 0.56, root mean square error of...

This study assesses the predictive capabilities of the CMA-GD model for wind speed prediction in two wind farm...展开更多 This study assesses the predictive capabilities of the CMA-GD model for wind speed prediction in two wind farms located in Hubei Province,China.The observed wind speeds at the height of 70m in wind turbines of two wind farms in Suizhou serve as the actual observation data for comparison and testing.At the same time,the wind speed predicted by the EC model is also included for comparative analysis.The results indicate that th...