LightGBM outperforms LSTM, XGBoost, and CatBoost for day-ahead electricity price forecasting on short training windows of 45 to 90 days across three European markets.
The effect of flow-based market coupling on cross- border exchange volumes and price convergence in central western euro- pean electricity markets
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Data-driven Day Ahead Market Prices Forecasting: A Focus on Short Training Set Windows
LightGBM outperforms LSTM, XGBoost, and CatBoost for day-ahead electricity price forecasting on short training windows of 45 to 90 days across three European markets.