Zobrazeno 1 - 10
of 43
pro vyhledávání: '"Raphaël Fonteneau"'
Autor:
Victor, Dachet, Amina, Benzerga, Diederik, Coppitters, Francesco, Contino, Raphaël, Fonteneau, Damien, Ernst
Publikováno v:
In Journal of Environmental Management July 2024 363
Publikováno v:
IFAC-PapersOnLine. 53:8097-8104
In this paper, we propose an extension to the policy gradient algorithms by allowing starting states to be sampled from a probability distribution that may differ from the one used to specify the reinforcement learning task. In particular, we suggest
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::4d7e02b58c9d10fd326a3acf5f4a3420
https://doi.org/10.1016/j.ifacol.2020.12.2279
https://doi.org/10.1016/j.ifacol.2020.12.2279
Publikováno v:
IFAC-PapersOnLine. 50:6918-6927
In this paper, we review past (including very recent) research considerations in using reinforcement learning (RL) to solve electric power system decision and control problems. The RL considerations are reviewed in terms of specific electric power sy
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c004a0dc5d98dad6fd88c5f61baeb1d0
https://doi.org/10.1016/j.ifacol.2017.08.1217
https://doi.org/10.1016/j.ifacol.2017.08.1217
Publikováno v:
Energy Policy. 150:112065
In Wallonia, Belgium's southern region, the distribution component of the overall electricity retail tariff is essentially volumetric, i.e. based on the users' energy consumption (in €/kWh). Residential prosumers, moreover, are connected to the gri
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::3eda8a89c6ae7bb9aac69c8ff3819818
https://doi.org/10.1016/j.enpol.2020.112065
https://doi.org/10.1016/j.enpol.2020.112065
Publikováno v:
International Journal of Electrical Power & Energy Systems. 126:106585
This paper presents a simulation-based methodology for assessing the impact of employing different distribution system operator’s remuneration strategies on the economic sustainability of electrical distribution systems. The proposed methodology ac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::500946ce85d6159307806730000987f8
https://doi.org/10.1016/j.ijepes.2020.106585
https://doi.org/10.1016/j.ijepes.2020.106585
Autor:
Raphaël Fonteneau, Marc Le Du, Mevludin Glavic, Damien Ernst, Xavier Fettweis, Mathias Berger, Lucian Balea, Patrick Panciatici, Robin Henry, David-Constantin Radu
Publikováno v:
Energy. 198:117308
This paper proposes a systematic framework to assess the complementarity of renewable resources over arbitrary geographical scopes and temporal scales which is particularly well-suited to exploit very large data sets of climatological data. The conce
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c2bde23e8d23fe2745eba62ccb57dca5
https://doi.org/10.1016/j.energy.2020.117308
https://doi.org/10.1016/j.energy.2020.117308
Autor:
Ghislain Detienne, Damien Ernst, Mathias Berger, Thierry Deschuyteneer, Raphaël Fonteneau, David-Constantin Radu
Publikováno v:
Electric Power Systems Research. 180:106039
This paper proposes an optimisation-based framework to tackle long-term centralised planning problems of multi-sector, integrated energy systems including electricity, hydrogen, natural gas, synthetic methane and carbon dioxide. The model selects and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::35f8c8f3aeb42f5a73d72c3e207b8e13
https://doi.org/10.1016/j.epsr.2019.106039
https://doi.org/10.1016/j.epsr.2019.106039
Autor:
Xavier Fettweis, Damien Ernst, Patrick Panciatici, Lucian Balea, Marc Le Du, Simon Hardy, Raphaël Fonteneau, David-Constantin Radu, Mathias Berger
Current global environmental challenges require vigorous and diverse actions in the energy sector. One solution that has recently attracted interest consists in harnessing high-quality variable renewable energy resources in remote locations, while us
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f214bdee79edd94772ff87a4d012dddb
http://arxiv.org/abs/1812.02827
http://arxiv.org/abs/1812.02827
Publikováno v:
2018 IEEE International Conference on Smart Energy Grid Engineering (SEGE).
As more and more photovoltaic units are being installed, some LV networks have already attained their maximum hosting capacity, i.e. the maximum amount of distributed energy resources that they can accommodate during regular operations without suffer
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::16861b97c969900f2a7b7343a5cfdc11
https://doi.org/10.1109/sege.2018.8499515
https://doi.org/10.1109/sege.2018.8499515
Publikováno v:
2018 Power Systems Computation Conference (PSCC).
When a smart meter, be it single-phase or three-phase, is connected to a three-phase network, the phase(s) to which it is connected is (are) initially not known. This means that each of its measurements is not uniquely associated with a phase of the
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8d609b16428ffab5d471b001e6058233
https://doi.org/10.23919/pscc.2018.8442853
https://doi.org/10.23919/pscc.2018.8442853