AI RESEARCH
A Direct Classification Approach for Reliable Wind Ramp Event Forecasting under Severe Class Imbalance
arXiv CS.AI
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ArXi:2603.22326v1 Announce Type: cross Decision systems are essential for maintaining grid stability in low-carbon power systems, such as wind power plants, by providing real-time alerts to control room operators regarding potential events, including Wind Power Ramp Events (WPREs). These early warnings enable the timely initiation of detailed system stability assessments and preventive actions.