Author

Cheng-Hua Xie

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Open access Sep 2026

Short-Term Wind Power Forecasting Based on Sigmoid-Weighted Soft-Switching Strategy Between XGBoost and BP Neural Networks

This paper proposes a hybrid forecasting model with a sigmoid-weighted soft-switching strategy between Extreme Gradient Boosting (XGBoost) and Back Propagation (BP) neural networks, maintaining a lightweight structure and providing an empirical interval for descriptive error-dispersion analysis.

Ye Yin, Han-Tao Wang, Hui Zhang et al. · Atmosphere · 0 citations

Open access Aug 2026

Characteristics and Variations of Wind Fields over a Civil Airport on the Northeast Side of the Tibetan Plateau Observed by Doppler LiDAR

To gain a deeper understanding of the lower-atmospheric dynamic characteristics in the transition zone on the northeastern margin of the Tibetan Plateau, high-resolution wind profile data collected by a Doppler wind lidar (DWL) at Yinchuan Hedong International Airport from 2021 to 2023 were used to analyze the vertical...

Hui Zhang, Han-Tao Wang, Ye Yin et al. · Atmosphere · 0 citations