activity
20122022
most citedLearning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems

20 citations · 50 across the 24 of their papers we have counts for

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Showing math.OCShow all

8 papers · 1 filter

math.OC2022

Improved microgrid resiliency through distributionally robust optimization under a policy-mode framework

Nawaf Nazir, Thiagarajan Ramachandaran, Soumya Kundu +1

Critical energy infrastructure are constantly understress due to the ever increasing disruptions caused by wildfires, hurricanes, other weather related extreme events and cyber-att…

math.OC2019

Resilience of Traffic Networks with Partially Controlled Routing

Gianluca Bianchin, Fabio Pasqualetti, Soumya Kundu

This paper investigates the use of Infrastructure-To-Vehicle (I2V) communication to generate routing suggestions for drivers in transportation systems, with the goal of optimizing…

math.OC2019

Identifying Parameter Space for Robust Stability in Nonlinear Networks: A Microgrid Application

Soumya Kundu, Wei Du, Sai Pushpak Nandanoori +2

As modern engineering systems grow in complexity, attitudes toward a modular design approach become increasingly more favorable. A key challenge to a modular design approach is the…

math.OC2019

Identification and Validation of Virtual Battery Model for Heterogeneous Devices

Sai Pushpak Nandanoori, Indrasis Chakraborty, Thiagarajan Ramachandran +1

The potential of distributed energy resources in providing grid services can be maximized with the recent advancements in demand side control. Effective utilization of this control…

math.OC2018

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…

math.OC2018★ 2 cited

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…

math.OC2018

Optimal Energy Consumption Forecast for Grid Responsive Buildings: A Sensitivity Analysis

Soumya Kundu, Thiagarajan Ramachandran, Yan Chen +1

It is envisioned that building systems will become active participants in the smart grid operation by controlling their energy consumption to optimize complex criteria beyond ensur…

math.OC2017

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…