Soumya Kundu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 63

Top Topics

Nonlinear Regression

Load Forecasting

Stability Analysis

Top Venues

Publications

Sayak Mukherjee, Ramij Raja Hossain, Kaustav Chatterjee, Soumya Kundu, Kyung-bin Kwon, Sameer Nekkalapu, Marcelo Elizondo
Structural Impact of Grid-Forming Inverters on Power System Coherency. CoRR (2024)
Kaveri Mahapatra, Bhaskar Mitra, Soumya Kundu
Data-driven Modeling for Grid Edge IBRs: A Digital Twin Perspective of User-Defined Models. CoRR (2024)
Kaustav Bhattacharjee, Soumya Kundu, Indrasis Chakraborty, Aritra Dasgupta
Who should I trust? A Visual Analytics Approach for Comparing Net Load Forecasting Models. CoRR (2024)
Kaustav Bhattacharjee, Soumya Kundu, Indrasis Chakraborty, Aritra Dasgupta
Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting. ISGT (2024)
Aaqib Peerzada, Bhaskar Mitra, Soumya Kundu, James P. Ogle
On the Impact of High-Order Harmonic Generation in Electrical Distribution Systems. CoRR (2024)
Sandip Roy, Sai Pushpak Nandanoori, Subir Sarker, Soumya Kundu, Veronica Adetola
Disturbance Propagation Stability in Droop-Controlled Microgrids. ACC (2023)
Kaustav Bhattacharjee, Soumya Kundu, Indrasis Chakraborty, Aritra Dasgupta
Forte: An Interactive Visual Analytic Tool for Trust-Augmented Net Load Forecasting. CoRR (2023)
Bhaskar Mitra, Ankit Singhal, Soumya Kundu, James P. Ogle
Analyzing Distribution Transformer Degradation with Increased Power Electronic Loads. ISGT (2023)
Nawaf Nazir, Thiagarajan Ramachandran, Saptarshi Bhattacharya, Ankit Singhal, Soumya Kundu, Veronica Adetola
Optimization-Based Resiliency Verification in Microgrids via Maximal Adversarial Set Characterization. CoRR (2022)
Ankit Singhal, Dexin Wang, Andrew P. Reiman, Yuan Liu, Donald J. Hammerstrom, Soumya Kundu
Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads. ISGT (2022)
Bhaskar Mitra, Ankit Singhal, Soumya Kundu, James P. Ogle
Analyzing Distribution Transformer Degradation with Increased Power Electronic Loads. CoRR (2022)
Jean-Baptiste Bouvier, Sai Pushpak Nandanoori, Melkior Ornik, Soumya Kundu
Distributed Transient Safety Verification via Robust Control Invariant Sets: A Microgrid Application. ACC (2022)
Sai Pushpak Nandanoori, Sheng Guan, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Yinghui Wu, Sutanay Choudhury
Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction. CoRR (2022)
Sai Pushpak Nandanoori, Sheng Guan, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Yinghui Wu, Sutanay Choudhury
Graph Neural Network and Koopman Models for Learning Networked Dynamics: A Comparative Study on Power Grid Transients Prediction. IEEE Access 10 (2022)
Nawaf Nazir, Thiagarajan Ramachandran, Saptarshi Bhattacharya, Ankit Singhal, Soumya Kundu, Veronica Adetola
Optimization-Based Resiliency Verification in Microgrids via Maximal Adversarial Set Characterization. ACC (2022)
Jean-Baptiste Bouvier, Sai Pushpak Nandanoori, Melkior Ornik, Soumya Kundu
Distributed Transient Safety Verification via Robust Control Invariant Sets: A Microgrid Application. CoRR (2022)
Sayak Mukherjee, Sai Pushpak Nandanoori, Sheng Guan, Khushbu Agarwal, Subhrajit Sinha, Soumya Kundu, Seemita Pal, Yinghui Wu, Draguna L. Vrabie, Sutanay Choudhury
Learning Distributed Geometric Koopman Operator for Sparse Networked Dynamical Systems. LoG (2022)
Deepthi Sen, Indrasis Chakraborty, Soumya Kundu, Andrew P. Reiman, Ian Beil, Andy Eiden
KPF-AE-LSTM: A Deep Probabilistic Model for Net-Load Forecasting in High Solar Scenarios. CoRR (2022)
Sai Pushpak Nandanoori, Soumya Kundu, Jianming Lian, Umesh Vaidya, Draguna L. Vrabie, Karanjit Kalsi
Sparse Control Synthesis for Uncertain Responsive Loads with Stochastic Stability Guarantees. CoRR (2021)
Milan Jain, Soumya Kundu, Arnab Bhattacharya, Sen Huang, Vikas Chandan, Nikitha Radhakrishnan, Veronica Adetola, Draguna L. Vrabie
Occupancy-Driven Stochastic Decision Framework for Ranking Commercial Building Loads. CoRR (2021)
Sai Pushpak Nandanoori, Seemita Pal, Subhrajit Sinha, Soumya Kundu, Khushbu Agarwal, Sutanay Choudhury
Data-driven Distributed Learning of Multi-agent Systems: A Koopman Operator Approach. CDC (2021)
Soumya Kundu, Saptarshi Bhattacharya, Himanshu Sharma, Veronica Adetola
Developing and Validating Semi-Markov Occupancy Generative Models: A Technical Report. CoRR (2021)
Milan Jain, Soumya Kundu, Arnab Bhattacharya, Sen Huang, Vikas Chandan, Nikitha Radhakrishnan, Veronica Adetola, Draguna L. Vrabie
Occupancy-Driven Stochastic Decision Framework for Ranking Commercial Building Loads. ACC (2021)
Ankit Singhal, Dexin Wang, Andrew P. Reiman, Yuan Liu, Donald J. Hammerstrom, Soumya Kundu
Harmonic Modeling, Data Generation, and Analysis of Power Electronics-Interfaced Residential Loads. CoRR (2021)
Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu, Karanjit Kalsi
Stochastic Virtual Battery Modeling of Uncertain Electrical Loads Using Variational Autoencoder. ACC (2020)
Soumya Kundu, Karanjit Kalsi
Transient Safety Filter Design for Grid-Forming Inverters. ACC (2020)
Sai Pushpak Nandanoori, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Sutanay Choudhury
Model-Agnostic Algorithm for Real-Time Attack Identification in Power Grid using Koopman Modes. SmartGridComm (2020)
Soumya Kundu, Zhigang Chu, Yuan Liu, Yingying Tang, Qiuhua Huang, Daniel James, Yu Zhang, Pavel V. Etingov, David P. Chassin
A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads. ISGT (2020)
Sai Pushpak Nandanoori, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Sutanay Choudhury
Model-Agnostic Algorithm for Real-Time Attack Identification in Power Grid using Koopman Modes. CoRR (2020)
Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu, Karanjit Kalsi
Stochastic Virtual Battery Modeling of Uncertain Electrical Loads Using Variational Autoencoder. CoRR (2020)
Sai Pushpak Nandanoori, Soumya Kundu, Wei Du, Francis K. Tuffner, Kevin P. Schneider
Distributed Small-Signal Stability Conditions for Inverter-Based Unbalanced Microgrids. CoRR (2020)
Soumya Kundu, Karanjit Kalsi
Transient Safety Filter Design for Grid-Forming Inverters. CoRR (2020)
Gianluca Bianchin, Fabio Pasqualetti, Soumya Kundu
Resilience of Traffic Networks with Partially Controlled Routing. CoRR (2019)
Soumya Kundu, Mukul S. Bansal
SaGePhy: an improved phylogenetic simulation framework for gene and subgene evolution. Bioinform. 35 (18) (2019)
Sai Pushpak Nandanoori, Indrasis Chakraborty, Thiagarajan Ramachandran, Soumya Kundu
Identification and Validation of Virtual Battery Model for Heterogeneous Devices. CoRR (2019)
Yuan Liu, Zhigang Chu, Pavel V. Etingov, Yu Zhang, Yingying Tang, Qiuhua Huang, Soumya Kundu, Daniel James, David P. Chassin
Detailed Modeling of Residential End-Use Motor Load and Protection for Distribution System Transient Study. ISGT (2019)
Enoch Yeung, Soumya Kundu, Nathan O. Hodas
Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems. ACC (2019)
Thiagarajan Ramachandran, Andrew Reiman, Sai Pushpak Nandanoori, Mark Rice, Soumya Kundu
Distribution System State Estimation in the Presence of High Solar Penetration. CoRR (2019)
Indrasis Chakraborty, Soumya Kundu, Karanjit Kalsi
Modeling Flexibility in Uncertain Distributed Energy Resources. e-Energy (2019)
Misagh Kordi, Soumya Kundu, Mukul S. Bansal
On Inferring Additive and Replacing Horizontal Gene Transfers Through Phylogenetic Reconciliation. BCB (2019)
Indrasis Chakraborty, Soumya Kundu, Yuan Liu, Pavel V. Etingov
Cross-Categorical Transfer Learning based Composite Load Protection Modeling. e-Energy (2019)
Gianluca Bianchin, Fabio Pasqualetti, Soumya Kundu
Resilience of Traffic Networks with Partially Controlled Routing. ACC (2019)
Soumya Kundu, Sai Pushpak Nandanoori, Karan Kalsi, Sijia Geng, Ian A. Hiskens
Distributed Barrier Certificates for Safe Operation of Inverter-Based Microgrids. ACC (2019)
Thiagarajan Ramachandran, Andrew Reiman, Sai Pushpak Nandanoori, Mark Rice, Soumya Kundu
Distribution System State Estimation in the Presence of High Solar Penetration. ACC (2019)
Soumya Kundu, Zhigang Chu, Yuan Liu, Yingying Tang, Qiuhua Huang, Daniel James, Yu Zhang, Pavel V. Etingov, David P. Chassin
A Nonlinear Regression Method for Composite Protection Modeling of Induction Motor Loads. CoRR (2019)
Soumya Kundu, Vikas Chandan, Karan Kalsi
Scalable Computation of 2D-Minkowski Sum of Arbitrary Non-Convex Domains: Modeling Flexibility in Energy Resources. HICSS (2019)
Soumya Kundu, Wei Du, Sai Pushpak Nandanoori, Francis K. Tuffner, Kevin P. Schneider
Identifying Parameter Space for Robust Stability in Nonlinear Networks: A Microgrid Application. ACC (2019)
Soumya Kundu, Thiagarajan Ramachandran, Yan Chen, Draguna L. Vrabie
Optimal Energy Consumption Forecast for Grid Responsive Buildings: A Sensitivity Analysis. CCTA (2018)
Soumya Kundu, Mukul S. Bansal
On the impact of uncertain gene tree rooting on duplication-transfer-loss reconciliation. BMC Bioinform. (9) (2018)
Abdullah Al Maruf, Soumya Kundu, Enoch Yeung, Marian Anghel
Decomposition of Nonlinear Dynamical Networks Via Comparison Systems. ECC (2018)
Sai Pushpak Nandanoori, Soumya Kundu, Draguna L. Vrabie, Karan Kalsi, Jianming Lian
Prioritized Threshold Allocation for Distributed Frequency Response. CCTA (2018)
Yingying Tang, Soumya Kundu, Yu Zhang, Daniel James, Yuan Liu, Qiuhua Huang, Jian Zhang, Yulong Xie, Pavel V. Etingov, David P. Chassin
Generation of composite load protection profiles for reliable system operation. ISGT (2018)
Mukul S. Bansal, Manolis Kellis, Misagh Kordi, Soumya Kundu
RANGER-DTL 2.0: rigorous reconstruction of gene-family evolution by duplication, transfer and loss. Bioinform. 34 (18) (2018)
Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu
Virtual Battery Parameter Identification using Transfer Learning based Stacked Autoencoder. CoRR (2018)
Zhiyuan Liu, Soumya Kundu, Lijun Chen, Enoch Yeung
Decomposition of Nonlinear Dynamical Systems Using Koopman Gramians. ACC (2018)
Indrasis Chakraborty, Sai Pushpak Nandanoori, Soumya Kundu
Virtual Battery Parameter Identification Using Transfer Learning Based Stacked Autoencoder. ICMLA (2018)
Soumya Kundu, Karanjit Kalsi, Scott Backhaus
Approximating Flexibility in Distributed Energy Resources: A Geometric Approach. CoRR (2018)
Thiagarajan Ramachandran, Soumya Kundu, Yan Chen, Draguna L. Vrabie
Towards a framework for selection of supervisory control for commercial buildings: HVAC system energy efficiency. ACC (2017)
Soumya Kundu, Mukul S. Bansal
Assessing the Impact of Uncertain Gene Tree Rooting on Phylogenetic Reconciliation Using a Simulation Framework. BCB (2017)
Soumya Kundu, Marian Anghel
A multiple-comparison-systems method for distributed stability analysis of large-scale nonlinear systems. Autom. 78 (2017)
Enoch Yeung, Soumya Kundu, Nathan O. Hodas
Learning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems. CoRR (2017)
Soumya Kundu, Jacob Hansen, Jianming Lian, Karan Kalsi
Assessment of optimal flexibility in ensemble of frequency responsive loads. SmartGridComm (2017)
Zhiyuan Liu, Soumya Kundu, Lijun Chen, Enoch Yeung
Decomposition of Nonlinear Dynamical Systems Using Koopman Gramians. CoRR (2017)
Soumya Kundu, Marian Anghel
Stability and control of power systems using vector Lyapunov functions and sum-of-squares methods. ECC (2015)
Soumya Kundu, Marian Anghel
Computation of linear comparison equations for stability analysis of interconnected systems. CDC (2015)
Soumya Kundu, Marian Anghel
A sum-of-squares approach to the stability and control of interconnected systems using vector Lyapunov functions. ACC (2015)
Soumya Kundu, Ian A. Hiskens
Distributed control of reactive power from photovoltaic inverters. ISCAS (2013)
Soumya Kundu, Ian A. Hiskens
State-space modelling of hysteresis-based control schemes. ECC (2013)
Soumya Kundu, Nikolai Sinitsyn
Safe protocol for controlling power consumption by a heterogeneous population of loads. ACC (2012)
Soumya Kundu, Ian A. Hiskens
Hysteresis-based charging control of plug-in electric vehicles. CDC (2012)