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20112023
most citedAn Application of Deep Reinforcement Learning to Algorithmic Trading

222 citations · 600 across the 46 of their papers we have counts for

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11 papers · 1 filter

eess.SY2021

Model Reduction in Capacity Expansion Planning Problems via Renewable Generation Site Selection

David Radu, Antoine Dubois, Mathias Berger +1

The accurate representation of variable renewable generation (RES, e.g., wind, solar PV) assets in capacity expansion planning (CEP) studies is paramount to capture spatial and tem…

eess.SY2021★ 32 cited

Remote Renewable Hubs For Carbon-Neutral Synthetic Fuel Production

Mathias Berger, David Radu, Ghislain Detienne +3

This paper studies the economics of carbon-neutral synthetic fuel production from renewable electricity in remote areas where high-quality renewable resources are abundant. To this…

eess.SY2020

Assessing the Impact of Offshore Wind Siting Strategies on the Design of the European Power System

David Radu, Mathias Berger, Antoine Dubois +5

This paper provides a detailed account of the impact of different offshore wind siting strategies on the design of the European power system. To this end, a two-stage method is pro…

eess.SY2020★ 1 cited

Allocation of locally generated electricity in renewable energy communities

Miguel Manuel de Villena, Samy Aittahar, Sebastien Mathieu +3

Local electricity markets represent a way of supplementing traditional retailing contracts for end consumers -- among these markets, the renewable energy community has gained momen…

eess.SY2017

Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty

Aivar Sootla, Damien Ernst

In applications, such as biomedicine and systems/synthetic biology, technical limitations in actuation complicate implementation of time-varying control signals. In order to allevi…

eess.SY2014★ 1 cited

Active network management for electrical distribution systems: problem formulation, benchmark, and approximate solution

Quentin Gemine, Damien Ernst, Bertrand Cornélusse

With the increasing share of renewable and distributed generation in electrical distribution systems, Active Network Management (ANM) becomes a valuable option for a distribution s…