Zero-shot time-series foundation models, especially Chronos, outperform trained GP and SVR baselines on short-term load prediction across 11 UK, German, and Dutch datasets.
Short-term load forecasting via arma model identification including non-gaussian process considerations,
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Comparative Analysis of Zero-Shot Capability of Time-Series Foundation Models in Short-Term Load Prediction
Zero-shot time-series foundation models, especially Chronos, outperform trained GP and SVR baselines on short-term load prediction across 11 UK, German, and Dutch datasets.