Deep Reinforcement Learning for Energy Microgrids Management Considering Flexible Energy Sources

The problem of optimally activating the flexible energy sources (short- and long-term storage capacities) of electricity microgrid is formulated as a sequential decision making problem under uncertainty where, at every time-step, the uncertainty comes from the lack of knowledge about future electric...

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Bibliographic Details
Main Authors: Tomin Nikita, Zhukov Alexey, Domyshev Alexander
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:EPJ Web of Conferences
Online Access:https://www.epj-conferences.org/articles/epjconf/pdf/2019/22/epjconf_freps18_01016.pdf