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Benchmarking Pre-Trained Time Series Models for Electricity Price Forecasting

  • Accurate electricity price forecasting is crucial for power trading on the spot market.
  • Benchmarking was done on several pre-trained models for electricity price forecasting.
  • TSFMs like Chronos-Bolt and Time-MoE performed well but the biseasonal MSTL model stood out with consistent performance.
  • The study used 2024 day-ahead auction electricity prices from Germany, France, the Netherlands, Austria, and Belgium for evaluation.

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