Searched for: subject%3A%22reinforcement%255C+learning%22
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Lago, Jesus (author), Suryanarayana, Gowri (author), Sogancioglu, Ecem (author), De Schutter, B.H.K. (author)
Seasonal thermal energy storage systems (STESSs) can shift the delivery of renewable energy sources and mitigate their uncertainty problems. However, to maximize the operational profit of STESSs and ensure their long-term profitability, control strategies that allow them to trade on wholesale electricity markets are required. While control...
journal article 2021
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Poplavskaya, K. (author), Lago, Jesus (author), De Vries, Laurens (author)
Market-based procurement of balancing services in Europe is prone to strategic bidding due to the relatively small market size and a limited number of providers. In the European Union, balancing markets are undergoing substantial regulatory changes driven the efforts to harmonize the market design and better align it with the goals of the...
journal article 2020
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Lago, Jesus (author), Sogancioglu, Ecem (author), Suryanarayana, Gowri (author), Ridder, Fjo De (author), De Schutter, B.H.K. (author)
Due to the increasing integration of renewable sources in the electrical grid, electricity generation is expected to become more uncertain. In this context, seasonal thermal energy storage systems (STESSs) are key to shift the delivery of renewable energy sources and tackle their uncertainty problems. In this paper, we propose an optimal...
journal article 2019