Concepedia

Sangyoon Lee

SL

8

Publications

673

Citations

8

H-Index

2019

Active since

Affiliations

Chung-Ang University(Current)

Sangyoon Lee is an author at Chung-Ang University specializing in smart grid, energy management, and engineering.

Top concepts

Smart GridEngineeringEnergy ManagementComputer ScienceEnergy EfficiencySystems EngineeringIntelligent SystemsData PrivacySmart SystemsRobot Learning

Publications per year

2019–2024

8

Publications

8

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

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

Reinforcement Learning-Based Energy Management of Smart Home with Rooftop Solar Photovoltaic System, Energy Storage System, and Home Appliances

Sangyoon Lee, Dae‐Hyun Choi · Sensors · 2019 · 125 citations · Full text

Engineering, Intelligent Energy System, Smart Grid +13

Dynamic pricing and energy management for profit maximization in multiple smart electric vehicle charging stations: A privacy-preserving deep reinforcement learning approach

Sangyoon Lee, Dae‐Hyun Choi · Applied Energy · 2021 · 120 citations

Power Market, Dynamic Pricing, Engineering +7

Privacy-Preserving Energy Management of a Shared Energy Storage System for Smart Buildings: A Federated Deep Reinforcement Learning Approach

Sangyoon Lee, Le Xie, Dae‐Hyun Choi · Sensors · 2021 · 36 citations · Full text

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