An Integrated Modeling Strategy for Wind Power Forecasting Based on Dynamic Meteorological Visualization
Junnan Zhang,
Hua Fu
Abstract:The escalating incorporation of wind energy into power grids imposes constraints on the effective operation and control of power systems. Effective short-term wind power forecasting technology is essential for safe power supply and stable operation of the power grid. Thus, a UMAP-IVMD-ILSTM model for wind power forecasting is proposed based on the uniform manifold approximation and projection (UMAP) integrated improved variational mode decomposition (IVMD) and multi-level improved long and short-term memory (L… Show more
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