Soumya Kundu

Orcid: 0000-0002-1575-8557

According to our database1, Soumya Kundu authored at least 50 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2024

2023
Analyzing Distribution Transformer Degradation with Increased Power Electronic Loads.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

Disturbance Propagation Stability in Droop-Controlled Microgrids.
Proceedings of the American Control Conference, 2023

2022
KPF-AE-LSTM: A Deep Probabilistic Model for Net-Load Forecasting in High Solar Scenarios.
CoRR, 2022

Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction.
IEEE Access, 2022

Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems.
Proceedings of the Learning on Graphs Conference, 2022

Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads.
Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

Optimization-Based Resiliency Verification in Microgrids via Maximal Adversarial Set Characterization.
Proceedings of the American Control Conference, 2022

Distributed Transient Safety Verification via Robust Control Invariant Sets: A Microgrid Application.
Proceedings of the American Control Conference, 2022

2021
Developing and Validating Semi-Markov Occupancy Generative Models: A Technical Report.
CoRR, 2021

Sparse Control Synthesis for Uncertain Responsive Loads with Stochastic Stability Guarantees.
CoRR, 2021

Data-driven Distributed Learning of Multi-agent Systems: A Koopman Operator Approach.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Occupancy-Driven Stochastic Decision Framework for Ranking Commercial Building Loads.
Proceedings of the 2021 American Control Conference, 2021

2020
Distributed Small-Signal Stability Conditions for Inverter-Based Unbalanced Microgrids.
CoRR, 2020

Model-Agnostic Algorithm for Real-Time Attack Identification in Power Grid using Koopman Modes.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Transient Safety Filter Design for Grid-Forming Inverters.
Proceedings of the 2020 American Control Conference, 2020

Stochastic Virtual Battery Modeling of Uncertain Electrical Loads Using Variational Autoencoder.
Proceedings of the 2020 American Control Conference, 2020

2019
Identification and Validation of Virtual Battery Model for Heterogeneous Devices.
CoRR, 2019

SaGePhy: an improved phylogenetic simulation framework for gene and subgene evolution.
Bioinform., 2019

Detailed Modeling of Residential End-Use Motor Load and Protection for Distribution System Transient Study.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

Scalable Computation of 2D-Minkowski Sum of Arbitrary Non-Convex Domains: Modeling Flexibility in Energy Resources.
Proceedings of the 52nd Hawaii International Conference on System Sciences, 2019

Cross-Categorical Transfer Learning based Composite Load Protection Modeling.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

Modeling Flexibility in Uncertain Distributed Energy Resources.
Proceedings of the Tenth ACM International Conference on Future Energy Systems, 2019

On Inferring Additive and Replacing Horizontal Gene Transfers Through Phylogenetic Reconciliation.
Proceedings of the 10th ACM International Conference on Bioinformatics, 2019

Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems.
Proceedings of the 2019 American Control Conference, 2019

Distribution System State Estimation in the Presence of High Solar Penetration.
Proceedings of the 2019 American Control Conference, 2019

Distributed Barrier Certificates for Safe Operation of Inverter-Based Microgrids.
Proceedings of the 2019 American Control Conference, 2019

Identifying Parameter Space for Robust Stability in Nonlinear Networks: A Microgrid Application.
Proceedings of the 2019 American Control Conference, 2019

Resilience of Traffic Networks with Partially Controlled Routing.
Proceedings of the 2019 American Control Conference, 2019

2018
Approximating Flexibility in Distributed Energy Resources: A Geometric Approach.
CoRR, 2018

On the impact of uncertain gene tree rooting on duplication-transfer-loss reconciliation.
BMC Bioinform., 2018

RANGER-DTL 2.0: rigorous reconstruction of gene-family evolution by duplication, transfer and loss.
Bioinform., 2018

Generation of composite load protection profiles for reliable system operation.
Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018

Virtual Battery Parameter Identification Using Transfer Learning Based Stacked Autoencoder.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Decomposition of Nonlinear Dynamical Networks Via Comparison Systems.
Proceedings of the 16th European Control Conference, 2018

Prioritized Threshold Allocation for Distributed Frequency Response.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

Optimal Energy Consumption Forecast for Grid Responsive Buildings: A Sensitivity Analysis.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

Decomposition of Nonlinear Dynamical Systems Using Koopman Gramians.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
A multiple-comparison-systems method for distributed stability analysis of large-scale nonlinear systems.
Autom., 2017

Assessment of optimal flexibility in ensemble of frequency responsive loads.
Proceedings of the 2017 IEEE International Conference on Smart Grid Communications, 2017

Assessing the Impact of Uncertain Gene Tree Rooting on Phylogenetic Reconciliation Using a Simulation Framework.
Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

Towards a framework for selection of supervisory control for commercial buildings: HVAC system energy efficiency.
Proceedings of the 2017 American Control Conference, 2017

2015
Stability and control of power systems using vector Lyapunov functions and sum-of-squares methods.
Proceedings of the 14th European Control Conference, 2015

Computation of linear comparison equations for stability analysis of interconnected systems.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

A sum-of-squares approach to the stability and control of interconnected systems using vector Lyapunov functions.
Proceedings of the American Control Conference, 2015

2013
Distributed control of reactive power from photovoltaic inverters.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

State-space modelling of hysteresis-based control schemes.
Proceedings of the 12th European Control Conference, 2013

2012
Hysteresis-based charging control of plug-in electric vehicles.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Safe protocol for controlling power consumption by a heterogeneous population of loads.
Proceedings of the American Control Conference, 2012


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