Publications HAL du projet ANR. 22-PETA-0008

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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https://hal.science/hal-05529303/file/Short_Term_Forecasting_of_Energy_Production_and_Consumption_Using_Extreme_Learning_Machine__A_Comprehensive_MIMO-12.pdf BibTex

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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https://hal.science/hal-04608605/file/Final_version.pdf BibTex
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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https://univ-reunion.hal.science/hal-05140356/file/forecasting-07-00030.pdf BibTex

Conference papers

titre
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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https://hal.science/hal-05386864/file/3D_3_WISO25-338_paper_Cros_Sylvain.pdf BibTex
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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https://hal.science/hal-05322465/file/Kairo_SILVEIRA_SGE_2025.pdf BibTex

Poster communications

titre
Assessing the reliability of satellite-based solar irradiance forecasts with North Atlantic Weather Regimes
Accès au texte intégral et bibtex
https://hal.science/hal-05387791/file/ICEM2025_Poster_Singh.pdf BibTex

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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BibTex

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 .....
Accès au texte intégral et bibtex
https://hal.science/hal-04637355/file/FINE4CAST-Poster%20PEPR%20TASE%20DAYS%202024-v6.pdf BibTex