Probabilistic electric load forecasting: A tutorial review

• A Hybrid CART-Gaussian Process Framework for Day-Ahead Electricity Load Forecasting with Uncertainty Quantification

  2025 International Conference on Power and Renewable Energy Engineering (PREE) conference-paper Engineering Energy Load and Power Forecasting

  0

  citations
• ProLoaF: Probabilistic load forecasting for power systems

  2023 SoftwareX software-paper Engineering Energy Load and Power Forecasting Open access

  2

  citations
• Towards Time-Series Feature Engineering in Automated Machine Learning for Multi-Step-Ahead Forecasting

  2022 International Conference on Time Series and Forecasting (ITISE) conference-paper Computer Science Time Series Analysis and Forecasting Open access

  31

  citations
• Uncertainty-Aware Model Predictive Control for Residential Buildings Participating in Intraday Markets

  2022 IEEE Access article Engineering Smart Grid Energy Management Open access

  8

  citations
• Comparative Analysis of Load Forecasting Models for Varying Time Horizons and Load Aggregation Levels

  2021 Energies article Engineering Energy Load and Power Forecasting Open access

  25

  citations
• How to model European electricity load profiles using artificial neural networks

  2020 Applied Energy article Engineering Energy Load and Power Forecasting Open access

  89

  citations
• Forecasting Long-Term Electricity Demand Time Series Using Artificial Neural Networks

  2020 SSRN Electronic Journal preprint Engineering Energy Load and Power Forecasting Open access

  3

  citations

7 results