Reinforcement learning for fluctuation reduction of wind power with energy storage

The intrinsic randomness of renewable energy has a negative impact on the safety of power grid. In this paper, we aim at decreasing large fluctuations of the power output from a wind farm integrated with a battery energy storage system (BESS), so as to improve the stability and quality of the power...

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Bibliographic Details
Main Authors: Zhen Yang, Xiaoteng Ma, Li Xia, Qianchuan Zhao, Xiaohong Guan
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Results in Control and Optimization
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666720721000199