"Preactivated Residual Neural Network With Long Short-Term Memory to Predict EV Charging Demand at an Individual Fast-Charging Station"

S.Kwon, M. Chang, and Sungwoo Bae(Corresponding author), International Journal of Energy Research, 2025, Published, -, -

"Assessing monthly utilization of public electric vehicle charging infrastructure using weighted averaging strategies for a low-carbon transportation system"

M. Chang, Sungwoo Bae(Corresponding author), Applied Energy, 2025, Published, 126575,

"Unified Control Scheme based on Model Predictive Control for Hybrid-Energy-Storage-based Microgrids"

K.Kumar, C.Lee and Sungwoo Bae(Corresponding author), IEEE Transactions on Power Electronics, 2025, Published, 1 - 20

"Multi-stage calibration framework for a digital twin model in building operations: Cold chain logistics centers case study"

R.Lin, S.Kwon and Sungwoo Bae, Energy and Buildings, 2025, Published, 337, -

"Optimal Magnetizing Inductance Design Method for a Two-Switch Forward Converter"

S.Ji, E.Jung, Y.Jang, and Sungwoo Bae, IEEE Access, 2025, 13, 8327-8337

"Deep reinforcement learning-based control strategy for integration of a hybrid energy storage system in microgrids"

K.Kumar, S.Kwon, Sungwoo Bae (Corresponding author), Journal of Energy Storage, 2025, 108, 14

"Integrated optimization for sizing, placement, and energy management of hybrid energy storage systems in renewable power systems"

S.Jeon, Sungwoo Bae (Corresponding author), Journal of Energy Storage, 2025, Published, 106,

"Small signal analysis and dynamic modeling of a battery energy storage system in a DC microgrid"

R. Lin, Sungwoo Bae (Corresponding author), International Journal of Electrical Power & Energy Systems, 2024, 160,

"Multiphase Solar Photovoltaic Prediction Model Based on Season, Hierarchical k-Means Clustering, GRA-PCC, SVM, and Neural Network"

M. B. Arias, Sungwoo Bae (Corresponding author), International Journal of Energy Research, 2024, 26

"Linear-Extrapolation-Based Gray-Wolf Optimization Algorithm for Global Maximum Power Tracking of Thermoelectric Generators"

Y. Jang, C. Lee, and Sungwoo Bae (Corresponding author), IEEE Transactions on Energy Conversion, 2024, 39 (1), 17-28

"Coordinated Dynamic Power Management for Renewable Energy-based Grid-Connected Microgrids using Model Predictive Control"

K. Kumar, Sungwoo Bae (Corresponding author), IEEE Transactions on Industrial Informatics, 2023, 19 (9), 9596 - 9608

"Two-Layer Energy Management Strategy for Renewable Power-to-Gas System-based Microgrids"

K. Kumar, Sungwoo Bae (Corresponding author), Journal of Energy Storage, 2023, 61, 106723

"Efficient Design Method for a Forward-converter transformer based on a KNN–GRU–DNN Model"

G. Lee, S. Kim, Sungwoo Bae (Corresponding author), IEEE Trans. Power Electronics, 2023, 38, 73-78

"Optimized Voltage Search Algorithm for Fast Global Maximum Power Point Tracking in Photovoltaic Systems"

Z. Sun, Y. Jang, Sungwoo Bae (Corresponding author), IEEE Trans. Sustainable Energy, 2023, 14, 423-441

"Estimating Battery State-of-Charge with a Few Target Training Data by Meta-learning"

D. Jeong, Sungwoo Bae (Corresponding author), Journal of Power Sources, 2023, 553, 1-10