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Jonathan Dumas

A deep generative model for probabilistic energy forecasting in power systems: normalizing flows
2021 · Jonathan Dumas, Antoine Wehenkel, et al. · Applied Energy · 139
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Denoising Diffusion Probabilistic Models for Probabilistic Energy Forecasting
2023 · Esteban Hernandez Capel, Jonathan Dumas · IEEE PowerTech Conference · 40
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Improving the objective function of the fleet assignment problem
2008 · Jonathan Dumas, Fati Aithnard, et al. · Transportation Research Part B Methodological · 36
Probabilistic Forecasting of Imbalance Prices in the Belgian Context
2019 · Jonathan Dumas, Ioannis Boukas, et al. · International Conference on the European Energy Market (EEM) · 35
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Passenger Flow Model for Airline Networks
2008 · Jonathan Dumas, François Soumis · Transportation Science · 28
A Probabilistic Forecast-Driven Strategy for a Risk-Aware Participation in the Capacity Firming Market
2021 · Jonathan Dumas, Colin Cointe, et al. · IEEE Transactions on Sustainable Energy · 23
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The Energy Return on Investment of Whole-Energy Systems: Application to Belgium
2022 · Jonathan Dumas, Antoine Dubois, et al. · Biophysical Economics and Sustainability · 22
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Coordination of operational planning and real-time optimization in microgrids
2020 · Jonathan Dumas, Selmane Dakir, et al. · Electric Power Systems Research · 22
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An analysis and an affordable regularization technique for the spurious force oscillations in the context of direct-forcing immersed boundary methods
2016 · M. Belliard, M. Chandesris, et al. · Computers & Mathematics with Applications · 18
Deep learning-based multi-output quantile forecasting of PV generation
2021 · Jonathan Dumas, Colin Cointe, et al. · IEEE PowerTech Conference · 17
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Multi-objective near-optimal necessary conditions for multi-sectoral planning
2023 · Antoine Dubois, Jonathan Dumas, et al. · Applied Energy · 14
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Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies
2018 · Dumas, Jonathan, Cornélusse, Bertrand · arXiv (Cornell University) · 7
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Dynamic sizing of required balancing capacities: the operational approach in France
2023 · Jonathan Dumas, Viktor Terrier, et al. · International Conference on the European Energy Market (EEM) · 5
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Multi-objective near-optimal necessary conditions for multi-sectoral planning - Dataset
2023 · Dubois, Antoine, Dumas, Jonathan, et al. · Zenodo (CERN European Organization for Nuclear Research) · 2
Microgrid management with weather-based forecasting of energy generation, consumption and prices
2021 · Dumas, Jonathan · arXiv (Cornell University) · 2
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Analysis of the French System Imbalance Paving the Way for a Novel Operating Reserve Sizing Approach
2025 · Jonathan Dumas, Sébastien Finet, et al. · International Conference on the European Energy Market (EEM) · 1
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Weather-based forecasting of energy generation, consumption and price for microgrids management
2021 · Jonathan Dumas · arXiv (Cornell University) · 1
Combining Weather Forecast Aggregation and State-Space Models for Adaptive Probabilistic Electricity Load Forecasting
2026 · de Vilmarest, Joseph, Dumas, Jonathan, et al. · arXiv (Cornell University)
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Deriving multivariate solar generation forecast updates—the case of imbalanced data
2026 · Yannik Pflugfelder, Aiko Schinke-Nendza, et al. · Applied Energy
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Assessing the Impact of Net-Load Forecast Quality Improvement on Balancing Mechanism
2025 · Arman Akgönül, Jonathan Dumas, et al. · International Conference on the European Energy Market (EEM)
Stochastic Optimization for unit Commitment Applied to the Security of Supply
2024 · Jonathan Dumas · International Conference on the European Energy Market (EEM)
Deep Generative Methods for Producing Forecast Trajectories in Power Systems
2024 · Nathan Weill, Jonathan Dumas · International Conference on the European Energy Market (EEM)
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Stochastic optimization for unit commitment applied to the security of supply: extended version
2023 · Dumas, Jonathan · arXiv (Cornell University)
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Weather-based forecasting of energy generation, consumption and price for electrical microgrids management
2021 · Jonathan Dumas · arXiv (Cornell University)
Le climat et moi
2021 · Jonathan Dumas, Antoine Dubois, et al.
Works count: 35
Citation count: 412
H-index: 11
I10-index: 11
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