SIMON CAMAL
Présentation
Publications
Publications
|
|
Unlock Data Sharing in Wind Power Forecasting through Privacy-preserving Federated-Learning: Benchmarking of Mixed and Fully Encrypted FrameworksWind Energy Science Conference 2025 - WESC2025, European Academy of Wind Energy - EAWE, Jun 2025, Nantes, France |
Federated Learning with Mixed Encryption for Distributed Energy Resources: Forecasting Electricity Charging Demand at Multiple Electrical Vehicle Charging StationsIEEE PowerTech 2025 Conference, IEEE, Jun 2025, Kiel, Germany |
|
Hedging hydrogen – how risk management in electricity procurement is the key to unlocking investment in green hydrogen projects. A European perspective.Quantitative Methods in Finance (QMF) 2024, Dec 2024, Sidney, Australia |
|
|
|
Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy ResourcesPSCC'2024, 23rd Power Systems Computation Conference, Jun 2024, Paris, France |
|
|
Green and low-carbon hydrogen - the impact of classification rules and subsidies on asset sizing and energy sourcing for electrolytic hydrogen production2024 IEEE 34th Australasian Universities Power Engineering Conference (AUPEC), IEEE PES, Nov 2024, Sydney, Australia. pp.1-6, ⟨10.1109/AUPEC62273.2024.10807631⟩ |
Extending Privacy-preserving Regression Trees to a Value-oriented Forecasting Approach for Trading DER Resources44th International Symposium on Forecasting (ISF), International Institute of Forecasters (IIF), Jun 2024, Dijon, France |
|
|
|
Distributed Economic Model Predictive Control for the Joint Energy Dispatch of Wind Farms and Run-of-the-River Hydropower PlantsPSCC'2024 - XXIII Power Systems Computation Conference, Jun 2024, Paris, France |
News and Load: Quantification of Economic and Social Drivers behind Regional Electricity Demand44th International Symposium on Forecasting, Jul 2024, Dijon (Bourgogne), France |
|
Risk-conscious asset sizing and energy procurement planning for an electrolytic hydrogen producer2023 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE Power & Energy Society (PES); Université Grenoble Alpes, Oct 2023, Grenoble, France |
|
|
|
Economic Model Predictive Control for the Energy Management Problem of a Virtual Power Plant Including Resources at Different Voltage Levels27th International Conference & Exhibition on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy. pp.2044 - 2048, ⟨10.1049/icp.2023.1160⟩ |
|
|
Hierarchical Forecasting for the Management of Distribution Grids27th International Conference on Electricity Distribution (CIRED 2023), Jun 2023, Rome, Italy. pp.2233 - 2237, ⟨10.1049/icp.2023.1212⟩ |
|
|
Towards a paradigm of explainable AI applied in energy meteorologyEGU General Assembly 2023, EGU - European Geosciences Union, Apr 2023, Vienna & Online, Austria. ⟨10.5194/egusphere-egu23-13992⟩ |
Resilient Feature-driven Trading of Renewable Energy with Missing DataIEEE PES ISGT Europe 2023, IEEE Power & Energy Society (PES), Université Grenoble Alpes,, Oct 2023, Grenoble, France |
|
|
|
Electricity Demand Forecasting through Natural Language Processing with Long Short-Term Memory Networks2023 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe), IEEE Power & Energy Society (PES); Université Grenoble Alpes, Oct 2023, Grenoble, France |
Integrating text analysis in electricity load forecasting: initial findings from UK42nd International Symposium on Forecasting, Jul 2022, Oxford, United Kingdom |
|
Prescriptive Trees for Integrated Forecasting and Optimization Applied in Trading of Renewable Energy17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom |
|
|
|
Highlight results of the Smart4RES project on weather modelling and forecasting dedicated to renewable energy applicationsEGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12923, ⟨10.5194/egusphere-egu22-12923⟩ |
|
|
End-to-end Learning for Hierarchical Forecasting of Renewable Energy Production with Missing Values17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810610⟩ |
|
|
Generalizing Renewable Energy Forecasting Using Automatic Feature Selection and Combination17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810647⟩ |
|
|
Short-term forecasting of renewable production trajectories at hightemporal resolutionEGU General Assembly 2022, May 2022, Vienna, Austria. pp.EGU22-12965, ⟨10.5194/egusphere-egu22-12965⟩ |
Smart4RES next-generation forecasting solutions for single wind turbines up to aggregations and for different temporal scalesWindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium |
|
Advanced Model Predictive Control Strategies for the Provision of Energy and Ancillary Services by Wind Farms Coupled with StorageWindEurope Technology Workshop 2022, WindEurope, Jun 2022, Bruxelles, Belgium |
|
|
|
Interpretable data-driven solar power plant trading strategiesIEEE PES ISGT EUROPE 2022, Innovative Smart Grid Technologies Conference, Oct 2022, Novi Sad, Serbia. ⟨10.1109/ISGT-Europe54678.2022.9960432⟩ |
|
|
Seamless intra-day and day-ahead multivariate probabilistic forecasts at high temporal resolution17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom. ⟨10.1109/PMAPS53380.2022.9810606⟩ |
Forecasting the high-resolution variability of renewable production using advanced weather forecasting products17th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS 2022, Jun 2022, Manchester - Online, United Kingdom |
|
|
|
Smart4RES: Next generation solutions for renewable energy forecasting and applications with focus on distribution gridsCIRED 2021 - The 26th International Conference and Exhibition on Electricity Distribution, CIRED, Sep 2021, On line, Switzerland. pp.2899-2903, ⟨10.1049/icp.2021.1829⟩ |
A Holistic Approach to Improve the Model & Value Chain of Renewable Energy Forecasting - The Smart4RES ProjectWind Europe Technology Workshop 2021 - "Resource Assessment & Analysis of Operating Wind Farms", Wind Europe, Sep 2021, Online, Belgium |
|
|
|
Research directions and results in the Smart4RES project for improving renewable energy forecastingWind Energy Science Conference (WESC), European Academy of Wind Energy (EAWE), May 2021, Virtual Event, Germany |
|
|
Smart4RES: Improved weather modelling and forecasting dedicated to renewable energy applicationsEGU General Assembly 2021 - VEGU21, Apr 2021, Virtual Event, Germany. ⟨10.5194/egusphere-egu21-16219⟩ |
Forecasting regional wind production based on weather similarity and site clustering for the EEM20 Competition40th International Symposium on Forecasting, International Institute of Forecasters, Oct 2020, Virtual Event, Brazil |
|
|
|
Probabilistic Forecasting of Regional Wind Power Generation for the EEM20 Competition: a Physics-oriented Machine Learning Approach17th European Energy Market Conference, EEM 2020, KTH, IEEE, Sep 2020, Stockholm (by visio), Sweden |
|
|
Forecast trajectories for the production of a renewable virtual power plant able to provide ancillary serviceshttps://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, (On-lines ), Austria. ⟨10.5194/egusphere-egu2020-19081⟩ |
|
|
Smart4RES: Towards next generation forecasting tools of renewable energy productionhttps://www.egu2020.eu/, European Geophysical Union (EGU), May 2020, On-line, Austria. ⟨10.5194/egusphere-egu2020-20205⟩ |
Development and Application of KPIs for the Evaluation of the Control Reserve Supply by a Cross-border Renewable Virtual Power Plant .INFORMATIK/KI/EnviroInfo/SKILL 2019, Sep 2019, Cassel, Germany |
|
Probabilistic forecasting and bidding strategy of ancillary services for aggregated renewable power plants6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark |
|
|
|
Forecasting Extremes of Aggregated Production from a RES Virtual Power PlantProceedings of the Wind Energy Science Conference 2019, EAWE - European Academy of Wind Energy, Jun 2019, Cork, Ireland |
Ancillary services from a renewable-sourced virtual power plant: the REstable project6th International Conference Energy & Meteorology, WEMC - World Energy and Meteorology Council, Jun 2019, Copenhaguen, Denmark |
|
|
|
Short-term Forecast of Automatic Frequency Restoration Reserve from a Renewable Energy Based Virtual Power PlantThe 7th IEEE International Conference on Innovative Smart Grid Technologies - ISGT Europe 2017, IEEE Power & Energy Society (PES), Sep 2017, Torino, Italy. pp.1-6, ⟨10.1109/ISGTEurope.2017.8260311⟩ |
|
|
Forecasting and optimization of ancillary services provision by renewable energy sourcesElectric power. Université Paris sciences et lettres, 2020. English. ⟨NNT : 2020UPSLM016⟩ |