Kyung-bin Kwon

14 papers C 2Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Communication-Aware Wide-Area Damping Control Using Risk-Constrained Reinforcement Learning.
IEEE Trans. Smart Grid
Kyung-bin Kwon, Lintao Ye, Vijay Gupta, Hao Zhu
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
Communication-aware Wide-Area Damping Control using Risk-Constrained Reinforcement Learning.
CoRR
Kyung-bin Kwon, Lintao Ye, Vijay Gupta, Hao Zhu
2025 J jnl
Operational Risks in Grid Integration of Large Data Center Loads: Characteristics, Stability Assessments, and Sensitivity Studies.
CoRR
Kyung-bin Kwon, Sayak Mukherjee, Veronica Adetola
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
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 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 C conf
Reinforcement Learning-based Output Structured Feedback for Distributed Multi-Area Power System Frequency Control.
ACC
Kyung-bin Kwon, Sayak Mukherjee, Hao Zhu, Thanh Long Vu
2023 J jnl
Risk-Constrained Reinforcement Learning for Inverter-Dominated Power System Controls.
IEEE Control. Syst. Lett.
Kyung-bin Kwon, Sayak Mukherjee, Thanh Long Vu, Hao Zhu
2022 — conf
Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning.
HICSS
Kyung-bin Kwon, Hao Zhu
2022 — conf
Model-free Learning for Risk-constrained Linear Quadratic Regulator with Structured Feedback in Networked Systems.
CDC
Kyung-bin Kwon, Lintao Ye, Vijay Gupta, Hao Zhu
2022 J jnl
Reinforcement Learning-Based Optimal Battery Control Under Cycle-Based Degradation Cost.
IEEE Trans. Smart Grid
Kyung-bin Kwon, Hao Zhu
2021 J jnl
Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning.
CoRR
Kyung-bin Kwon, Hao Zhu