Search Results for author: Mathias Berger

Found 4 papers, 1 papers with code

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

no code implementations12 Apr 2021 David Radu, Antoine Dubois, Mathias Berger, Damien Ernst

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 temporal correlations that may exist between sites and impact both power system design and operation.

Remote Renewable Hubs For Carbon-Neutral Synthetic Fuel Production

no code implementations22 Feb 2021 Mathias Berger, David Radu, Ghislain Detienne, Thierry Deschuyteneer, Aurore Richel, Damien Ernst

The framework is leveraged to study the economics of carbon-neutral synthetic methane production from solar and wind energy in North Africa and its delivery to Northwestern European markets.

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

no code implementations15 Nov 2020 David Radu, Mathias Berger, Antoine Dubois, Raphael Fonteneau, Hrvoje Pandzic, Yury Dvorkin, Quentin Louveaux, Damien Ernst

In addition, two variants of these siting schemes are provided, wherein the number of sites to be selected is specified on a country-by-country basis rather than Europe-wide.

Jointly Learning Environments and Control Policies with Projected Stochastic Gradient Ascent

1 code implementation2 Jun 2020 Adrien Bolland, Ioannis Boukas, Mathias Berger, Damien Ernst

We assess the performance of our algorithm in three environments concerned with the design and control of a mass-spring-damper system, a small-scale off-grid power system and a drone, respectively.

Policy Gradient Methods reinforcement-learning +1

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