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.
Research on short-term load prediction based on seq2seq model,
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
eess.SY 1years
2024 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
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.