Zhi-Shuo Liu

Short-Term Wind Direction Forecasting Based on VMD-Transformer with Gated Residual Compensation

Wind direction time series exhibit angular periodic discontinuity, multi-scale non-stationary fluctuations and abrupt wind shifts, which hinder the precision of short-term forecasting for wind turbine yaw control. In this paper, a dual-branch forecasting framework based on Variational Mode Decomposition (VMD) and Trans...