Reinforcement learning for distributed transient frequency control with stability and safety guarantees

DOI10.1016/j.sysconle.2024.105753zbMATH Open1537.93516MaRDI QIDQ6540846

Jorge Cortés, Changhong Zhao, Zhenyi Yuan

Publication date: 17 May 2024

Published in: Systems \& Control Letters (Search for Journal in Brave)

zbMATH Keywords

performance guaranteespower systemsdistributed controlreinforcement learning

Mathematics Subject Classification ID

Frequency-response methods in control theory (93C80) Lyapunov and other classical stabilities (Lagrange, Poisson, (L^p, l^p), etc.) in control theory (93D05) Asymptotic stability in control theory (93D20) Large-scale systems (93A15)

Cites Work

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• Distributed transient frequency control for power networks with stability and performance guarantees
• Model predictive control for transient frequency regulation of power networks
• Design and Stability of Load-Side Primary Frequency Control in Power Systems
• Optimal Load-Side Control for Frequency Regulation in Smart Grids
• Distributed Bilayered Control for Transient Frequency Safety and System Stability in Power Grids
• Constrained Consensus and Optimization in Multi-Agent Networks
• Synchronization in complex oscillator networks and smart grids

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