Zobrazeno 1 - 2
of 2
pro vyhledávání: '"Daniel J. B. Harrold"'
Publikováno v:
ISGT-Europe
In this paper, we use the deep reinforcement learning algorithm Double Dueling Deep Q-Networks to manage an energy storage system in a smart energy network. The network models a microgrid with its own demand and renewable energy generation based on a
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::8dd76159c0ad046c64b96b8eef675bc1
https://doi.org/10.1109/isgt-europe47291.2020.9248785
https://doi.org/10.1109/isgt-europe47291.2020.9248785
Publikováno v:
Energy. 238:121958
As the world seeks to become more sustainable, intelligent solutions are needed to increase the penetration of renewable energy. In this paper, the model-free deep reinforcement learning algorithm Rainbow Deep Q-Networks is used to control a battery
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::c0cba918ed9f38bdbeca3eb6a6e8b1aa
https://doi.org/10.1016/j.energy.2021.121958
https://doi.org/10.1016/j.energy.2021.121958