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Secondary Frequency Control of Islanded Microgrid Based on Deep Reinforcement Learning

With the large-scale integration of distributed generation into microgrids, the volatility of renewable energy generation and system random disturbances pose significant threats to the frequency stability and operational control of islanded microgrids. To address this, a secondary frequency control...

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Principais autores: Li WANG, Yuxiang JIANG, Xiangjun ZENG, Bin ZHAO, Junhao LI
Format: Artigo
Sprog:Chinês
Udgivet: State Grid Energy Research Institute 2025-05-01
Serier:Zhongguo dianli
Fag:
deep reinforcement learning
islanded microgrid
droop control
deep q-network
secondary frequency control
power allocation
Online adgang:https://www.electricpower.com.cn/CN/10.11930/j.issn.1004-9649.202411069
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