AIBullisharXiv – CS AI · 14h ago6/10
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MATNet: Multi-Level Fusion Transformer-Based Model for Day-Ahead PV Generation Forecasting
Researchers introduce MATNet, a transformer-based AI model that forecasts solar photovoltaic power generation one day ahead by fusing historical PV data with weather forecasts. The model achieves 65% performance improvement over baseline methods and demonstrates robust generalization across different solar installations, addressing a critical need for accurate renewable energy integration into power grids.