3 citations · 4 across the 5 of their papers we have counts for
6 papers · 1 filter
Model-Free Characterizations of the Hamilton-Jacobi-Bellman Equation and Convex Q-Learning in Continuous Time
Fan Lu, Joel Mathias, Sean Meyn +1
Convex Q-learning is a recent approach to reinforcement learning, motivated by the possibility of a firmer theory for convergence, and the possibility of making use of greater a pr…
Distributed Barrier Certificates for Safe Operation of Inverter-Based Microgrids
Soumya Kundu, Sijia Geng, Sai Pushpak Nandanoori +2
Inverter-interfaced microgrids differ from the traditional power systems due to their lack of inertia. Vanishing timescale separation between voltage and frequency dynamics makes i…
Scalable Computation of 2D-Minkowski Sum of Arbitrary Non-Convex Domains: Modeling Flexibility in Energy Resources
Soumya Kundu, Vikas Chandan, Karan Kalsi
The flexibility of active () and reactive power () consumption in distributed energy resources (DERs) can be represented as a (potentially non-convex) set of points in the $p…
Prioritized Threshold Allocation for Distributed Frequency Response
Sai Pushpak Nandanoori, Soumya Kundu, Draguna Vrabie +2
Higher penetration of renewable generation will increase the demand for adequate (and cost-effective) controllable resources on the grid that can mitigate and contain the contingen…
Assessment of Optimal Flexibility in Ensemble of Frequency Responsive Loads
Soumya Kundu, Jacob Hansen, Jianming Lian +1
Potential of electrical loads in providing grid ancillary services is often limited due to the uncertainties associated with the load behavior. A knowledge of the expected uncertai…
A Mechanism Design Approach for Coordination of Thermostatically Controlled Loads
Sen Li, Wei Zhang, Jianming Lian +1
This paper focuses on the coordination of a population of thermostatically controlled loads (TCLs) with unknown parameters to achieve group objectives. The problem involves designi…