Liang Shi

High Precision Prediction Model of Wind Speed for Underground Mine Tunnel by Using ASTF Net

An Adaptive Spectral‐Temporal Fusion Net (ASTF Net) is proposed in this paper to improve wind speed prediction accuracy in underground coal mines. The model first decomposes the wind speed time series data into three sub‐components: trend term, seasonal term, and residual term through STL decomposition. Subsequentl...