Deep reinforcement learning-based optimal data-driven control of battery energy storage for power system frequency support

Deep reinforcement learning-based optimal data-driven control of battery energy storage for power system frequency support

A battery energy storage system (BESS) is an effective solution to mitigate real-time power imbalance by participating in power system frequency control. However, battery aging resulted from intensive charge-discharge cycles will inevitably lead to lifetime degradation, which eventually incurs high-...

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Bibliographic Details
Main Authors: Yan, Ziming, Xu, Yan, Wang, Yu, Feng, Xue
Other Authors: School of Electrical and Electronic Engineering
Format: Article
Language:English
Published: 2022
Subjects:
Engineering::Electrical and electronic engineering
Power Generation Control
Optimisation
Online Access:https://hdl.handle.net/10356/160202
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Institution: Nanyang Technological University
Language: English

Internet

https://hdl.handle.net/10356/160202

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