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math.OC2023
A Scalable Network-Aware Multi-Agent Reinforcement Learning Framework for Decentralized Inverter-based Voltage Control
Han Xu, Jialin Zheng, Guannan Qu
This paper addresses the challenges associated with decentralized voltage control in power grids due to an increase in distributed generations (DGs). Traditional model-based voltag…
math.OC2023
Distributed Truncated Predictive Control for Networked Systems under Uncertainty: Stability and Near-Optimality Guarantee
Eric Xu, Soummya Kar, Guannan Qu
We study the problem of distributed online control of networked systems with time-varying cost functions and disturbances, where each node only has local information of the states…