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Automated feature engineering, AutoML, and decision-focused learning for improved energy consumption forecasting

Alkhulaifi, Nasser
arXiv (All) · Papers
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The rising cost and demand for energy, together with environmental sustainability goals, create major challenges for energy management. Energy Consumption Forecasting (ECF) supports planning by predicting future consumption, but Machine Learning (ML) models for ECF often depend on expert-driven Feat
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