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20142026
most citedReduced-Dimensional Reinforcement Learning Control using Singular Perturbation Approximations

57 citations · 136 across the 36 of their papers we have counts for

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Showing 2018Show all

6 papers · 1 filter

eess.SY2018

A Cyber-Security Investment Game for Networked Control Systems

Pratishtha Shukla, Aranya Chakrabortty, Alexandra Duel-Hallen

We formulate a resource-planning game between an attacker and a defender of a network control system. We consider the network to be operating in closed-loop with a linear quadratic…

eess.SY2018

Coordinated Control of Energy Storage in Networked Microgrids under Unpredicted Load Demands

Md Tanvir Arafat Khan, Rafael Cisneros, Aranya Chakrabortty +1

In this paper a nonlinear control design for power balancing in networked microgrids using energy storage devices is presented. Each microgrid is considered to be interfaced to the…

eess.SY2018

Sparse Wide-Area Control of Power Systems using Data-driven Reinforcement Learning

Amirhassan Fallah Dizche, Aranya Chakrabortty, Alexandra Duel-Hallen

In this paper we present an online wide-area oscillation damping control (WAC) design for uncertain models of power systems using ideas from reinforcement learning. We assume that…

eess.SY2018★ 5 cited

Dynamic Modeling, Stability, and Control of Power Systems with Distributed Energy Resources

Tomonori Sadamoto, Aranya Chakrabortty, Takayuki Ishizaki +1

This article presents a suite of new control designs for next-generation electric smart grids. The future grid will consist of thousands of non-conventional renewable generation so…

eess.SY2018

Control Inversion: A Clustering-Based Method for Distributed Wide-Area Control of Power Systems

Nan Xue, Aranya Chakrabortty

Wide-area control (WAC) has been shown to be an effective tool for damping low-frequency oscillations in power systems. In the current state of art, WAC is challenged by two main f…

eess.SY2018★ 3 cited

Synchronization and Aggregation of Nonlinear Power Systems with Consideration of Bus Network Structures

Petar Mlinarić, Takayuki Ishizaki, Aranya Chakrabortty +3

We study nonlinear power systems consisting of generators, generator buses, and non-generator buses. First, looking at a generator and its bus' variables jointly, we introduce a sy…