Dual-Stage Adaptive Normalization and Dual-Residual Physics-Energy-Gating–Assisted Pyramid LSTM Network for Offshore Wind Power Forecasting
Offshore wind power has become a critical component of global clean energy; and its accurate forecasting directly governs grid reliability and security. However, complex marine meteorological conditions generate strongly nonstationary, stochastic, and multidimensional periodic data patterns that severely challenge hi...