Smart Grid

Energy Management System for Smart Grid

Objectives & Issues

• Prediction of dynamic energy supply and demand from historical big data

• Energy management system to control energy flow of grid

• Distributed energy trading mechanism 

• Electrical Vehicle Charging Facility

Publications

1. Jangkyum Kim, Hyeontaek Oh, and Jun Kyun Choi, "Learning based cost optimal energy management model for campus microgrid systems," Applied Energy, Apr. 2022

2. Jangkyum Kim, Joogyung Lee, Sangdon Park, and Jun Kyun Choi, "Power Scheduling Scheme for a Charging Facility Considering the Satisfaction of Electric Vehicle Users," IEEE Access, Feb. 2022

3. Jaeeun Park, Jangkyum Kim, Sanghyun Lee, and Jun Kyun Choi, "Machine learning based photovoltaic energy prediction scheme by augmentation of on-site IoT data," Future Generation Computer Systems, Sep. 2022

4. Nakyoung Kim, Hyunseo Park, Joohyung Lee, and Jun Kyun Choi, "Short-Term Electrical Load Forecasting With Multidimensional Feature Extraction," IEEE Transactions on Smart Grid, Jul. 2022

5. Jaeeun park, Jangkyum Kim, and Jun Kyun Choi, "Intelligent Energy Management System to Reduce Total Electricity Charge in Consumer Perspective," 2021 IEEE International Conference on Cunsumer Electronics (ICCE), Las Vegas, Jan. 2021.

6. Hyeonseok Seo, Jangkyum Kim, Nakyoung Kim, Jaeseob Han, Jun Kyun Choi. "Building Energy Management Technology Considering Usual Power Consumption Pattern and Prediction Uncertainty."  2020 IEEE International Conference on Consumer Electronics (ICCE). Las Vegas, Jan. 2020.

7. Jangkyum Kim, Joohyung Lee, and Jun Kyun Choi, "Joint Demand Response and Energy Trading for Electric Vehicles in Off-grid System: A Stackelberg Game Theoretic Model Analysis," IEEE Access, Jul. 2020 

8. Sangdon Park, Joohyung Lee, and Jun Kyun Choi, "Event-Driven Energy Trading System in Microgrids: Aperiodic Market Model Analysis with a Game Theoretic Approach," IEEE Access, 2017.

9. Sangdon Park, Joohyung Lee, Sohee Bae, Ganguk Hwang and Jun Kyun Choi. "Contribution Based Energy Trading Mechanism in Micro-Grids for Future Smart Grid : A Game Theoretic Approach," IEEE Transactions on Industrial Electronics 63.7 (2016): 4255-4265. (Selected journal by IEEE ITeN in 2016)

10. Joohyung Lee, Jun Guo, Jun Kyun Choi, and Moshe Zukerman, "Distributed Energy Trading in Microgrids: A Game-Theoretic Model and Its Equilibrium Analysis," IEEE Transactions on Industrial Electronics, vol. 62, no. 6, pp. 3524-3533, June 2015.

11. Ki-reem Han and Jun Kyun Choi, "Strategic Gaming Analysis for Energy Trading in the Smart Grid : Matrix Algebraic Approach", International Smart Grid Conference 2015, Gwangju, Korea, Oct. 12-14.