Jianye Fan

Offshore wind power forecasting based on phase-space guided representation and regime-adaptive differential attention mechanism

Offshore wind power forecasting is challenged by nonlinear dynamic evolution, multi-scale atmospheric fluctuations, and redundant environmental disturbances under complex marine conditions. This paper develops a phase-space guided forecasting model with a regime-adaptive differen...