DOEP Framework for Photovoltaic Power Prediction

Key Points

• The research aims to develop an accurate forecasting framework for photovoltaic power generation.
• Developed the DOEP framework for power prediction
• Analyzed nonlinear and non-stationary characteristics of PV signals
• Conducted comparative analysis with existing forecasting models
• Improved accuracy in PV power prediction compared to traditional methods
• Enhanced integration of renewable energy into power grids
• Demonstrated effectiveness under variable conditions of PV output