2026
Journal articles
titre
Short-term forecasting of energy production and consumption using extreme learning machine: A comprehensive MIMO based ELM approach
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A Multiple-Input Multiple-Output (MIMO) Extreme Learning Machine (ELM) is introduced for short-term .....
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2025
Journal articles
titre
News and Load: Social and Economic Drivers of Regional Multi-horizon Electricity Demand Forecasting
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The relationship between electricity demand and variables such as economic activity and weather patt .....
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titre
A Set of New Tools to Measure the Effective Value of Probabilistic Forecasts of Continuous Variables
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In recent years, the prominence of probabilistic forecasting has risen among numerous research field .....
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Conference papers
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Wind Task 51 and PVPS task 16: How large-scale weather pattern influence short-term solar forecast error?
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Accurate intraday solar forecasts are crucial for electricity trading and microgrid management. Whil .....
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titre
Urban Energy Modeling with multiple open data sets and validation at city scale
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This work presents a method for modeling electricity demand at multiple spatial and temporal scales .....
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Poster communications
titre
Assessing the reliability of satellite-based solar irradiance forecasts with North Atlantic Weather Regimes
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2024
Conference papers
titre
News and Load: Quantification of Economic and Social Drivers behind Regional Electricity Demand
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Modelling the accuracy and uncertainty of nodal demand contributes to matching the supply and demand .....
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Poster communications
titre
New Generation of High Spatio-temporal Resolution Tools for Energy Demand and Renewable Generation Forecasting
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This poster presents the Fine4Cast research project that aims to improve short-term forecasting of l .....
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