Community energy storage operation via reinforcement learning with eligibility traces

Autor: Edgar Mauricio Salazar Duque, Juan S. Giraldo, Pedro P. Vergara, Phuong Nguyen, Anne van der Molen, Han Slootweg

Publikováno v: Electric Power Systems Research, 212
Electric Power Systems Research, 212:108515. Elsevier
Electric power systems research, 212:108515. Elsevier

The operation of a community energy storage system (CESS) is challenging due to the volatility of photovoltaic distributed generation, electricity consumption, and energy prices. Selecting the optimal CESS setpoints during the day is a sequential dec

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::24d9eae87feaa52edce3727e6fedb199
http://resolver.tudelft.nl/uuid:2ed3d423-4eb3-4be9-85d7-ab8fe1ea3d75

Influence des incertitudes sur l'optimisation technico-économique de systèmes énergétiques hybrides

Autor: Amélia Nadal

Publikováno v: Automatique. Université Grenoble Alpes, 2019. Français. ⟨NNT : 2019GREAT107⟩
Automatique / Robotique. Communauté Université Grenoble Alpes, 2019. Français
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The environmental challenges and concerns about energy independence require imagining an evolution of our centralized energy production exploiting fossil resources towards a decentralized model, using the renewable resources and their synergies. The

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::a62e267e5d2bf4f054becb2accab55b0
https://tel.archives-ouvertes.fr/tel-02466357v2/file/NADAL_2019_archivage.pdf

Computation of Worst Operation Scenarios Under Uncertainty for Static Security Management

Autor: Florin Capitanescu, Louis Wehenkel

Publikováno v: IEEE Transactions on Power Systems, 28(2), 1697-1705. Piscataway, NJ: IEEE (2013).

This paper deals with day-ahead static security assessment with respect to a postulated set of contingencies while taking into account uncertainties about the next day system conditions. We propose a heuristic approach to compute the worst-case under

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::b8dc1b9b5e67027df7c2407ec61b3254
https://doi.org/10.1109/tpwrs.2012.2220384

Contingency ranking with respect to overloads in very large power systems taking into account uncertainty, preventive and corrective actions

Autor: Patrick Panciatici, Stephane Fliscounakis, Louis Wehenkel, Florin Capitanescu

Publikováno v: IEEE Transactions on Power Systems, 28(4), 4909-4017. (2013).

This paper deals with day-ahead security management with respect to a postulated set of contingencies, while taking into account uncertainties about the next day generation/load scenario. In order to help the system operator in decision making under

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::9728e527fcc44c1415f24bf344acb6ba
http://orbilu.uni.lu/handle/10993/512

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