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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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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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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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 .....
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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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