A compact neural network surrogate maps weather features to grid voltages on a 6717-bus Texas system, enabling grid-aware weather forecasting that prioritizes operationally critical conditions like wind drops.
Identifying climate patterns using clustering autoencoder techniques
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Learning the Weather-Grid Nexus via Weather-to-Voltage (W2V) Predictive Modeling
A compact neural network surrogate maps weather features to grid voltages on a 6717-bus Texas system, enabling grid-aware weather forecasting that prioritizes operationally critical conditions like wind drops.