Dae-Hyun Choi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 29

Top Topics

Energy Management

Reinforcement Learning

Model Predictive Control

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Ind. Informatics

Publications

Sangyoon Lee, Dae-Hyun Choi
Three-Stage Deep Reinforcement Learning for Privacy-and Safety-Aware Smart Electric Vehicle Charging Station Scheduling and Volt/VAR Control. IEEE Internet Things J. 11 (5) (2024)
Sangyoon Lee, Dae-Hyun Choi
Multilevel Deep Reinforcement Learning for Secure Reservation-Based Electric Vehicle Charging via Differential Privacy and Energy Storage System. IEEE Trans. Veh. Technol. 73 (8) (2024)
Hoang Tien Nguyen, Dae-Hyun Choi
Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems. CoRR (2023)
Hoang Tien Nguyen, Dae-Hyun Choi
Distributionally Robust Safety Filter for Learning-Based Control in Active Distribution Systems. IEEE Trans. Smart Grid 14 (6) (2023)
Hoang Tien Nguyen, Dae-Hyun Choi
Decentralized Distributionally Robust Coordination Between Distribution System and Charging Station Operators in Unbalanced Distribution Systems. IEEE Trans. Smart Grid 14 (3) (2023)
Hoang Tien Nguyen, Dae-Hyun Choi
Distributionally Robust Model Predictive Control for Smart Electric Vehicle Charging Station With V2G/V2V Capability. IEEE Trans. Smart Grid 14 (6) (2023)
Soi Jeon, Hoang Tien Nguyen, Dae-Hyun Choi
Safety-Integrated Online Deep Reinforcement Learning for Mobile Energy Storage System Scheduling and Volt/VAR Control in Power Distribution Networks. IEEE Access 11 (2023)
Hoang Tien Nguyen, Young-Jin Kim, Dae-Hyun Choi
Sample-Efficient Learning for a Surrogate Model of Three-Phase Distribution System. CoRR (2023)
Seong Ile Jeong, Dae-Hyun Choi
Electric Vehicle User Data-Induced Cyber Attack on Electric Vehicle Charging Station. IEEE Access 10 (2022)
Hoang Tien Nguyen, Dae-Hyun Choi
Three-Stage Inverter-Based Peak Shaving and Volt-VAR Control in Active Distribution Networks Using Online Safe Deep Reinforcement Learning. IEEE Trans. Smart Grid 13 (4) (2022)
Sangyoon Lee, Dae-Hyun Choi
Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources. IEEE Trans. Ind. Informatics 18 (1) (2022)
Panggah Prabawa, Dae-Hyun Choi
Hierarchical Volt-VAR Optimization Framework Considering Voltage Control of Smart Electric Vehicle Charging Stations Under Uncertainty. IEEE Access 9 (2021)
Soi Jeon, Dae-Hyun Choi
Optimal Energy Management Framework for Truck-Mounted Mobile Charging Stations Considering Power Distribution System Operating Conditions. Sensors 21 (8) (2021)
Sangyoon Lee, Le Xie, Dae-Hyun Choi
Privacy-Preserving Energy Management of a Shared Energy Storage System for Smart Buildings: A Federated Deep Reinforcement Learning Approach. Sensors 21 (14) (2021)
Daranith Choeum, Dae-Hyun Choi
Vulnerability Assessment of Conservation Voltage Reduction to Load Redistribution Attack in Unbalanced Active Distribution Networks. IEEE Trans. Ind. Informatics 17 (1) (2021)
Sangyoon Lee, Dae-Hyun Choi
Energy Management of Smart Home with Home Appliances, Energy Storage System and Electric Vehicle: A Hierarchical Deep Reinforcement Learning Approach. Sensors 20 (7) (2020)
Jusung Kim, Han-Shin Jo, Kyoung-Jae Lee, Dong-Ho Lee, Dae-Hyun Choi, Sangkil Kim
A Low-Complexity I/Q Imbalance Calibration Method for Quadrature Modulator. ISCAS (2020)
Myungjae Shin, Dae-Hyun Choi, Joongheon Kim
Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach. IEEE Trans. Ind. Informatics 16 (5) (2020)
Panggah Prabawa, Dae-Hyun Choi
Multi-Agent Framework for Service Restoration in Distribution Systems With Distributed Generators and Static/Mobile Energy Storage Systems. IEEE Access 8 (2020)
Davye Mak, Dae-Hyun Choi
Smart Home Energy Management in Unbalanced Active Distribution Networks Considering Reactive Power Dispatch and Voltage Control. IEEE Access 7 (2019)
Jusung Kim, Han-Shin Jo, Kyoung-Jae Lee, Dong-Ho Lee, Dae-Hyun Choi, Sangkil Kim
A Low-Complexity I/Q Imbalance Calibration Method for Quadrature Modulator. IEEE Trans. Very Large Scale Integr. Syst. 27 (4) (2019)
Sangyoon Lee, Dae-Hyun Choi
Reinforcement Learning-Based Energy Management of Smart Home with Rooftop Solar Photovoltaic System, Energy Storage System, and Home Appliances. Sensors 19 (18) (2019)
Daranith Choeum, Dae-Hyun Choi
OLTC-Induced False Data Injection Attack on Volt/VAR Optimization in Distribution Systems. IEEE Access 7 (2019)
Dae-Hyun Choi, Le Xie
Economic Impact Assessment of Topology Data Attacks With Virtual Bids. IEEE Trans. Smart Grid 9 (2) (2018)
Jeong-Won Kang, Il-Young Joo, Dae-Hyun Choi
False Data Injection Attacks on Contingency Analysis: Attack Strategies and Impact Assessment. IEEE Access 6 (2018)
Jeong-Won Kang, Le Xie, Dae-Hyun Choi
Impact of Data Quality in Home Energy Management System on Distribution System State Estimation. IEEE Access 6 (2018)
Il-Young Joo, Dae-Hyun Choi
Optimal household appliance scheduling considering consumer's electricity bill target. IEEE Trans. Consumer Electron. 63 (1) (2017)
Jusung Kim, Sanghun Lee, Dae-Hyun Choi
Injection-Locked Frequency Divider Topology and Design Techniques for Wide Locking-Range and High-Order Division. IEEE Access 5 (2017)
Il-Young Joo, Dae-Hyun Choi
Distributed Optimization Framework for Energy Management of Multiple Smart Homes With Distributed Energy Resources. IEEE Access 5 (2017)
Anupam A. Thatte, Dae-Hyun Choi, Le Xie
Analysis of locational marginal prices in look-ahead economic dispatch. PSCC (2014)
Dae-Hyun Choi, Le Xie
Ramp-Induced Data Attacks on Look-Ahead Dispatch in Real-Time Power Markets. IEEE Trans. Smart Grid 4 (3) (2013)
Dae-Hyun Choi, Le Xie
Impact analysis of locational marginal price subject to power system topology errors. SmartGridComm (2013)
Shuang Wang, Lijuan Cui, Jialan Que, Dae-Hyun Choi, Xiaoqian Jiang, Samuel Cheng, Le Xie
A Randomized Response Model for Privacy Preserving Smart Metering. IEEE Trans. Smart Grid 3 (3) (2012)
Dae-Hyun Choi, Le Xie
Malicious ramp-induced temporal data attack in power market with look-ahead dispatch. SmartGridComm (2012)
Le Xie, Dae-Hyun Choi, Soummya Kar, H. Vincent Poor
Fully Distributed State Estimation for Wide-Area Monitoring Systems. IEEE Trans. Smart Grid 3 (3) (2012)
Dae-Hyun Choi, Le Xie
Fully distributed bad data processing for wide area state estimation. SmartGridComm (2011)