Reinforcement-Learning-Based Energy Storage System Operation Strategies to Manage Wind Power Forecast Uncertainty

Reinforcement-Learning-Based Energy Storage System Operation Strategies to Manage Wind Power Forecast Uncertainty

Currently, renewable-energy-based power generation is rapidly developing to tackle climate change; however, the use of renewable energy is limited owing to the uncertainty related to renewable energy sources. In particular, energy storage systems (ESSs), which are critical for implementing wind powe...

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Bibliographic Details
Main Authors: Eunsung Oh, Hanho Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Energy storage
forecasting
Markov decision process
mean absolute error
reinforcement learning
reliability
Online Access:https://ieeexplore.ieee.org/document/8967100/

Internet

https://ieeexplore.ieee.org/document/8967100/

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