Publications HAL du projet ANR. 22-PETA-0004

2025

Journal articles

titre
Adaptive federated learning framework for predicting EV charging stations occupancy
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Forecasting the occupancy of electric vehicle (EV) charging stations is crucial for addressing key c .....
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https://hal.science/hal-05079666/file/Adaptive%20federated%20learning%20framework%20for%20predicting%20EV%20charging%20stations%20occupancy.pdf BibTex

Conference papers

titre
Federated Learning with Mixed Encryption for Distributed Energy Resources: Forecasting Electricity Charging Demand at Multiple Electrical Vehicle Charging Stations
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titre
Unlock Data Sharing in Wind Power Forecasting through Privacy-preserving Federated-Learning: Benchmarking of Mixed and Fully Encrypted Frameworks
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Federated learning is a technology enabling the privacy-preserving sharing of spatio-temporal data. .....
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https://hal.science/hal-05135678/file/9010%2BSTIPPEL%2B%2Bregular%2B2025-02-01%2B10-54-05.pdf BibTex

2024

Journal articles

titre
Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy Resources
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Using spatiotemporal data can increase forecasting accuracy for distributed energy resources such as .....
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https://hal.science/hal-04533274/file/Preprint%20Lukas%20Stippel%20et%20al_EPSRJ.pdf BibTex
titre
Towards fine tuning wake steering policies in the field: an imitation-based approach
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Yaw misalignment strategies can increase the power output of wind farms by mitigating wake effects, .....
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https://ifp.hal.science/hal-04653089/file/Toward_fine_tuning.pdf BibTex

Conference papers

titre
WFCRL: A Multi-Agent Reinforcement Learning Benchmark for Wind Farm Control
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The wind farm control problem is challenging, since conventional model-based control strategies requ .....
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https://hal.science/hal-04864926/file/NeurIPS-2024-wfcrl-a-multi-agent-reinforcement-learning-benchmark-for-wind-farm-control-Paper-Datasets_and_Benchmarks_Track.pdf BibTex
titre
Extending Privacy-preserving Regression Trees to a Value-oriented Forecasting Approach for Trading DER Resources
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In the state of the art, it has been shown that in several applications like spatiotemporal forecast .....
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titre
Multivariate Federated Tree-based Forecasting Combining Resilience and Privacy: Application to Distributed Energy Resources
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Using spatiotemporal data can increase forecasting accuracy for distributed energy resources such as .....
Accès au texte intégral et bibtex
https://hal.science/hal-04531418/file/Revised_PSCC_Article_D_23_04160_version_hal.pdf BibTex

2023

Journal articles

titre
Kullback–Leibler-Quadratic Optimal Control
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This paper presents approaches to mean-field control, motivated by distributed control of multiagent .....
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https://arxiv.org/pdf/2004.01798 BibTex