Ramij Raja Hossain

28 papers C 1Journal 24Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Security Risks of AI/ML With a Focus on Reinforcement Learning: A Review and Perspectives From Grid Applications.
IEEE Trans. Emerg. Top. Comput. Intell.
Kyung-bin Kwon, Sayak Mukherjee, Ramij Raja Hossain, Veronica Adetola
2025 J jnl
Identification of Sub/Super-Synchronous Control Interaction Paths Using Dissipative Energy Flow.
CoRR
Kaustav Chatterjee, Sameer Nekkalapu, Sayak Mukherjee, Ramij Raja Hossain, Marcelo Elizondo
2025 J jnl
Managing Risks from Large Digital Loads Using Coordinated Grid-Forming Storage Network.
CoRR
Soumya Kundu, Kaustav Chatterjee, Ramij Raja Hossain, Sai Pushpak Nandanoori, Veronica Adetola
2025 J jnl
On the System Theoretic Offline Learning of Continuous-Time LQR with Exogenous Disturbances.
CoRR
Sayak Mukherjee, Ramij Raja Hossain, Mahantesh Halappanavar
2025 J jnl
Physics-Informed Learning of Proprietary Inverter Models for Grid Dynamic Studies.
CoRR
Kyung-bin Kwon, Sayak Mukherjee, Ramij Raja Hossain, Marcelo Elizondo
2025 J jnl
Policy Gradient-Based EMT-in-the-Loop Learning to Mitigate Sub-Synchronous Control Interactions.
CoRR
Sayak Mukherjee, Ramij Raja Hossain, Kaustav Chatterjee, Sameer Nekkalapu, Marcelo Elizondo
2025 J jnl
Resilient Control of Networked Microgrids Using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations.
IEEE Trans. Smart Grid
Sayak Mukherjee, Ramij Raja Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
2024 J jnl
Coherency-Aware Learning Control of Inverter-Dominated Grids: A Distributed Risk-Constrained Approach.
IEEE Control. Syst. Lett.
Kyung-bin Kwon, Ramij Raja Hossain, Sayak Mukherjee, Kaustav Chatterjee, Soumya Kundu, Sameer Nekkalapu, Marcelo Elizondo
2024 J jnl
Coordinated Frequency Regulation in Grid-Forming Storage Network via Safety-Consensus.
CoRR
Ramij Raja Hossain, Kaustav Chatterjee, Sai Pushpak Nandanoori, Soumya Kundu, Laurentiu Marinovici, Karan Kalsi, Diane Baldwin
2024 J jnl
Efficient learning of power grid voltage control strategies via model-based deep reinforcement learning.
Mach. Learn.
Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
2024 J jnl
Frequency Control and Disturbance Containment Using Grid-Forming Embedded Storage Networks.
CoRR
Kaustav Chatterjee, Ramij Raja Hossain, Sai Pushpak Nandanoori, Soumya Kundu, Diane Baldwin, Ronald Melton
2024 — conf
Grid-Forming Storage Networks: Analytical Characterization of Damping and Design Insights.
CDC
Kaustav Chatterjee, Ramij Raja Hossain, Sai Pushpak Nandanoori, Soumya Kundu, Subhrajit Sinha, Diane Baldwin, Ronald Melton
2024 J jnl
Grid-Forming Storage Networks: Analytical Characterization of Damping and Design Insights.
CoRR
Kaustav Chatterjee, Ramij Raja Hossain, Sai Pushpak Nandanoori, Soumya Kundu, Subhrajit Sinha, Diane Baldwin, Ronald Melton
2024 C conf
Structural Impact of Grid-Forming Inverters on Power System Coherency.
IECON
Sayak Mukherjee, Ramij Raja Hossain, Kaustav Chatterjee, Soumya Kundu, Kyung-bin Kwon, Sameer Nekkalapu, Marcelo A. Elizondo
2024 J jnl
Structural Impact of Grid-Forming Inverters on Power System Coherency.
CoRR
Sayak Mukherjee, Ramij Raja Hossain, Kaustav Chatterjee, Soumya Kundu, Kyung-bin Kwon, Sameer Nekkalapu, Marcelo Elizondo
2023 J jnl
Data-Driven Linear Koopman Embedding for Networked Systems: Model-Predictive Grid Control.
IEEE Syst. J.
Ramij Raja Hossain, Rahmat Adesunkanmi, Ratnesh Kumar
2023 J jnl
Machine Learning Accelerated Real-Time Model Predictive Control for Power Systems.
IEEE CAA J. Autom. Sinica
Ramij Raja Hossain, Ratnesh Kumar
2023 J jnl
Resilient Control of Networked Microgrids using Vertical Federated Reinforcement Learning: Designs and Real-Time Test-Bed Validations.
CoRR
Sayak Mukherjee, Ramij Raja Hossain, Sheik M. Mohiuddin, Yuan Liu, Wei Du, Veronica Adetola, Rohit A Jinsiwale, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
2022 J jnl
Data-Driven Linear Koopman Embedding for Model-Predictive Power System Control.
CoRR
Ramij Raja Hossain, Rahmat Adesunkanmi, Ratnesh Kumar
2022 — conf
Data-Driven Pole Placement in LMI Regions with Robustness Guarantees.
CDC
Sayak Mukherjee, Ramij Raja Hossain
2022 J jnl
Distributed-MPC with Data-Driven Estimation of Bus Admittance Matrix in Voltage Stabilization.
CoRR
Ramij Raja Hossain, Ratnesh Kumar
2022 J jnl
Efficient Learning of Voltage Control Strategies via Model-based Deep Reinforcement Learning.
CoRR
Ramij Raja Hossain, Tianzhixi Yin, Yan Du, Renke Huang, Jie Tan, Wenhao Yu, Yuan Liu, Qiuhua Huang
2022 J jnl
Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning.
CoRR
Sayak Mukherjee, Ramij Raja Hossain, Yuan Liu, Wei Du, Veronica Adetola, Sheik M. Mohiuddin, Qiuhua Huang, Tianzhixi Yin, Ankit Singhal
2022 J jnl
Recursive Histogram Tracking-Based Rapid Online Anomaly Detection in Cyber-Physical Systems.
IEEE Trans. Syst. Man Cybern. Syst.
Ratnesh Kumar, Ramij Raja Hossain, Soumyabrata Talukder, Amit Jena, Alaa T. Al Ghazo
2021 J jnl
Data-Driven Pole Placement in LMI Regions with Robustness Constraints.
CoRR
Sayak Mukherjee, Ramij Raja Hossain
2021 J jnl
Learning to run a power network with trust.
CoRR
Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij Raja Hossain, Jochen L. Cremer
2021 J jnl
MPC-based Realtime Power System Control with DNN-based Prediction/Sensitivity-Estimation.
CoRR
Ramij Raja Hossain, Ratnesh Kumar
2019 — conf
Computation of Trajectory Sensitivities with Respect to Control and Implementation in PSAT.
ICINCO (1)
Ramij Raja Hossain, Ratnesh Kumar