Hierarchical deep Q-network-based optimization of resilient grids under multi-dimensional uncertainties from extreme weather

Abstract The increasing frequency of extreme weather events, coupled with the rising adoption of renewable energy, has exposed critical vulnerabilities in modern power systems. Addressing these challenges requires a holistic approach to enhance resilience, operational flexibility, and cybersecurity....

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Bibliographic Details
Main Authors: Shimeng Dong, Chao Wang, Yan Zhang, Yanan Wang, Xiaodong Zhang, Linrun Guo, Liwei Ju
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-09868-1
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