Lab directory
Lee, Sang-Yoon
Lee, Sang-Yoon
Chonnam National University · Electrical and Electronic Engineering
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Professor
Prof. 이상윤
Professor's page · publicationsAbout
지능형 에너지 관리 시스템 분야를 연구하는 차세대 지능형 에너지 시스템 연구실(Next Generation Intelligent Energy System Lab)이다. 데이터 기반 분석과 지능형 제어 기법을 전력·에너지 시스템에 적용하여 효율적인 에너지 관리 기술을 연구한다.
Research keywords
지능형 에너지 관리 시스템
Selected publications
- Joint peak power and carbon emission shaving in active distribution systems using carbon emission flow-based deep reinforcement learningApplied Energy · 2025
- Learning and unlearning to operate profitable secure electric vehicle chargingIEEE Transactions on Industrial Informatics · 2024
- Multilevel deep reinforcement learning for secure reservation-based electric vehicle charging via differential privacy and energy storage systemIEEE Transactions on Vehicular Technology · 2024
- Three-stage deep reinforcement learning for privacy-and safety-aware smart electric vehicle charging station scheduling and volt/VAR controlIEEE Internet of Things Journal · 2024
- Federated reinforcement learning for energy management of multiple smart homes with distributed energy resourcesIEEE Transactions on Industrial Informatics · 2022
- Dynamic pricing and energy management for profit maximization in multiple smart electric vehicle charging stations: A privacy-preserving deep reinforcement learning approachApplied Energy · 2021
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