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Kyung-bin Kwon
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Year
Enhanced method for considering energy storage systems as ancillary service resources in stochastic unit commitment
K Kwon, D Kim
Energy 213, 118675, 2020
252020
Reinforcement learning-based optimal battery control under cycle-based degradation cost
K Kwon, H Zhu
IEEE Transactions on Smart Grid 13 (6), 4909-4917, 2022
172022
Application of flexible ramping products with allocation rates in microgrid utilizing electric vehicles
D Kim, K Kwon, MK Kim
International Journal of Electrical Power & Energy Systems 133, 107340, 2021
142021
Cost analysis method for estimating dynamic reserve considering uncertainties in supply and demand
K Kwon, H Park, JK Lyu, JK Park
Energies 9 (10), 845, 2016
102016
Model-free learning for risk-constrained linear quadratic regulator with structured feedback in networked systems
K Kwon, L Ye, V Gupta, H Zhu
2022 IEEE 61st Conference on Decision and Control (CDC), 7260-7265, 2022
42022
Dynamic reserve estimating method with consideration of uncertainties in supply and demand
KB Kwon, HG Park, JK Lyu, YC Kim, JK Park
The Transactions of The Korean Institute of Electrical Engineers 62 (11 …, 2013
42013
A Machine Learning-Based Energy Management Agent for Fine Dust Concentration Control in Railway Stations
KB Kwon, SM Hong, JH Heo, H Jung, J Park
Sustainability 14 (23), 15550, 2022
32022
Reinforcement Learning-based HVAC Control Agent for Optimal Control of Particulate Matter in Railway Stations
K Kwon, S Hong, JH Heo, H Jung, J Park
The Transactions of the Korean Institute of Electrical Engineers 70 (10 …, 2021
32021
Risk-Constrained Reinforcement Learning for Inverter-Dominated Power System Controls
K Kwon, S Mukherjee, TL Vu, H Zhu
IEEE Control Systems Letters, 2023
22023
Development of Reinforcement Learning-based Energy Management Agent for HVAC Facilities and ESS
K Kwon, S Hong, JH Heo, H Jung, J Park
The Transactions of the Korean Institute of Electrical Engineers 71 (10 …, 2022
2*2022
Structural Impact of Grid-Forming Inverters on Power System Coherency
S Mukherjee, RR Hossain, K Chatterjee, S Kundu, KB Kwon, S Nekkalapu, ...
arXiv preprint arXiv:2405.09675, 2024
12024
Efficient Representation for Electric Vehicle Charging Station Operations using Reinforcement Learning
K Kwon, H Zhu
Proceedings of the 55th Hawaii International Conference on System Sciences, 2022
12022
Coherency-Aware Learning Control of Inverter-Dominated Grids: A Distributed Risk-Constrained Approach
KB Kwon, RR Hossain, S Mukherjee, K Chatterjee, S Kundu, S Nekkalapu, ...
IEEE Control Systems Letters, 2024
2024
Development of Machine Learning-Based Energy Management Agent to Control Fine Dust Concentration in Railway Stations
K Kwon, J Park, SM Hong, JH Heo, H Jung
Journal of Electrical Engineering & Technology, 1-10, 2024
2024
Reinforcement Learning-based Energy Storage System Control for Optimal Virtual Power Plant Operation
K Kwon, J Park, H Jung, S Hong, JH Heo
The Transactions of the Korean Institute of Electrical Engineers 72 (11 …, 2023
2023
Reinforcement Learning-based Output Structured Feedback for Distributed Multi-Area Power System Frequency Control
KB Kwon, S Mukherjee, H Zhu, TL Vu
2023 American Control Conference (ACC), 4483-4488, 2023
2023
Reinforcement learning for enhancing the stability and management of power systems with new resources
K Kwon
2023
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Articles 1–17