A new 10-year, 39-country, 20-energy-type European electricity benchmark shows existing forecasting models, especially transformers, degrade under time-varying cross-energy correlations.
Spectral temporal graph neural network for multivariate time-series forecasting.Advances in Neural Information Processing Systems (NeurIPS), 2020
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Real-E: A Foundation Benchmark for Advancing Robust and Generalizable Electricity Forecasting
A new 10-year, 39-country, 20-energy-type European electricity benchmark shows existing forecasting models, especially transformers, degrade under time-varying cross-energy correlations.