Dae‐Hyun Choi

Fully Distributed State Estimation for Wide-Area Monitoring Systems

Le Xie, Dae‐Hyun Choi, Soummya Kar et al. · IEEE Transactions on Smart Grid · 2012 · 306 citations

State Estimation, Engineering, Smart Grid +11

Federated Reinforcement Learning for Energy Management of Multiple Smart Homes With Distributed Energy Resources

Sangyoon Lee, Dae‐Hyun Choi · IEEE Transactions on Industrial Informatics · 2020 · 212 citations

Engineering, Deep Reinforcement Learning, Smart Grid +14

Cooperative Management for PV/ESS-Enabled Electric Vehicle Charging Stations: A Multiagent Deep Reinforcement Learning Approach

MyungJae Shin, Dae‐Hyun Choi, Joongheon Kim · IEEE Transactions on Industrial Informatics · 2019 · 190 citations

Artificial Intelligence, Multiple Electric Vehicle, Cooperative Management +14

Energy Management of Smart Home with Home Appliances, Energy Storage System and Electric Vehicle: A Hierarchical Deep Reinforcement Learning Approach

Sangyoon Lee, Dae‐Hyun Choi · Sensors · 2020 · 136 citations · Full text

Energy Control, Engineering, Deep Reinforcement Learning +14

Distributed Optimization Framework for Energy Management of Multiple Smart Homes With Distributed Energy Resources

Il-Young Joo, Dae‐Hyun Choi · IEEE Access · 2017 · 125 citations · Full text

Energy Consumption, Optimization Framework, Distributed Energy System +15