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Sung-Woo Bae

Hanyang University · 工学

研究室紹介

Professor Sung-Woo Bae's research lab specializes in sustainable energy systems, with a strong focus on renewable energy integration, electric vehicle (EV) charging infrastructure, and advanced power conversion technologies. The lab develops mathematical models and dynamic control strategies for microgrids powered by wind and solar energy, while also investigating high-efficiency power electronic converters for EV charging and energy storage applications. Key research directions include smart charging demand forecasting, maximum power point tracking for photovoltaic systems, and innovative cell balancing techniques for battery energy storage. The lab's work bridges power electronics, renewable energy systems, and smart grid technologies to enhance grid stability and energy efficiency.

renewable energy integrationelectric vehicle chargingpower electronicsmicrogrid controlenergy storage systems

Research Overview

Papers
177
Total Citations
2,397
Papers (5y)
54
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
54total
2021
2022
2023
2024
2025
Citations per year (5y)
415total
20212022202320242025

Selected Papers

15
1
Article|469 citations·2011
Spatial and Temporal Model of Electric Vehicle Charging Demand
Sungwoo Bae, Alexis Kwasinski
SJR Q1IEEE Transactions on Smart Grid

This paper presents a spatial and temporal model of electric vehicle charging demand for a rapid charging station located near a highway exit. Most previous studies have assumed a fixed charging location and fixed charging time during the off-peak hours for anticipating electric vehicle charging demand. Some other studies have based on limited charging scenarios at typical locations instead of a mathematical model. Therefore, from a distribution system perspective, electric vehicle charging dema

Electrical and Electronic EngineeringEngineering
2
Article|324 citations·2016
Electric vehicle charging demand forecasting model based on big data technologies
Mariz B. Arias, Sungwoo Bae
SJR Q1Applied Energy
Electrical and Electronic EngineeringEngineering
3
Article|207 citations·2012
Dynamic Modeling and Operation Strategy for a Microgrid With Wind and Photovoltaic Resources
Sungwoo Bae, Alexis Kwasinski
SJR Q1IEEE Transactions on Smart Grid

This paper presents a dynamic modeling and control strategy for a sustainable microgrid primarily powered by wind and solar energy. A current-source-interface multiple-input dc-dc converter is used to integrate the renewable energy sources to the main dc bus. Potential suitable applications range from a communication site or a residential area. A direct-driven permanent magnet synchronous wind generator is used with a variable speed control method whose strategy is to capture the maximum wind en

Control and Systems EngineeringEngineering
4
Article|195 citations·2017
Prediction of electric vehicle charging-power demand in realistic urban traffic networks
Mariz B. Arias, Myungchin Kim, Sungwoo Bae
SJR Q1Applied Energy
Electrical and Electronic EngineeringEngineering
5
Article|69 citations·2010
High-Power Pulse Generator With Flexible Output Pattern
Sungwoo Bae, Alexis Kwasinski, Mark M Flynn, Robert Hebner
SJR Q1IEEE Transactions on Power Electronics

This paper presents a high-voltage bipolar rectangular pulse generator using a solid-state boosting front-end and an H-bridge output stage. The topology generates rectangular pulses with fast enough rise time and allows easy step-up input voltage. In addition, the circuit is able to adjust positive or negative pulsewidth, dead time between two pulses, and operating frequency. The topology can also be controlled to produce unipolar pulses and other pulse patterns without changing its configuratio

BiotechnologyBiochemistry, Genetics and Molecular Biology
6
Article|66 citations·2021
Aggregated Electric Vehicle Fast-Charging Power Demand Analysis and Forecast Based on LSTM Neural Network
Munseok Chang, Sungwoo Bae, Gilhwan Cha, Jaehyun Yoo
SJR Q1SustainabilityOA

With the widespread use of electric vehicles, their charging power demand has increased and become a significant burden on power grids. The uncoordinated deployment of electric vehicle charging stations and the uncertainty surrounding charging behaviors can cause harmful impacts on power grids. The charging power demand during the fast charging process especially is severely fluctuating, because its charging duration is short and the rated power of the fast chargers is high. This paper presents

Electrical and Electronic EngineeringEngineering
7
Article|45 citations·2016
Comparison on Cell Balancing Methods for Energy Storage Applications
Youngchul Lee, Seonwoo Jeon, Sungwoo Bae
Indian Journal of Science and TechnologyOA

Background: Unbalanced cells in the battery caused by differences in cell compounds and initial charge capacities may reduce its capacity and exert on a bad influence on its safety and lifetime. Methods: This paper introduces comparisons on the different cell balancing methods for energy storage applications. This study first categorizes cell balancing circuits as passive or active cell balancing methods based on the usage of resistors. Then, this paper investigates the advantages and disadvanta

Automotive EngineeringEngineering
8
Article|40 citations·2016
Decentralized control of a scalable photovoltaic (PV)-battery hybrid power system
Myungchin Kim, Sungwoo Bae
SJR Q1Applied Energy
Automotive EngineeringEngineering
9
Article|37 citations·2022
Estimating battery state-of-charge with a few target training data by meta-learning
Daeung Jeong, Sungwoo Bae
SJR Q1Journal of Power Sources
Automotive EngineeringEngineering
10
Article|31 citations·2022
Dynamic power management based on model predictive control for hybrid-energy-storage-based grid-connected microgrids
Kuldeep Kumar, Sungwoo Bae
SJR Q1International Journal of Electrical Power & Energy Systems
Control and Systems EngineeringEngineering
11
Article|28 citations·2024
Integrated optimization for sizing, placement, and energy management of hybrid energy storage systems in renewable power systems
Somin Jeon, Sungwoo Bae
SJR Q1Journal of Energy Storage
Control and Systems EngineeringEngineering
12
Article|27 citations·2023
Two-layer energy management strategy for renewable power-to-gas system-based microgrids
Kuldeep Kumar, Sungwoo Bae
SJR Q1Journal of Energy Storage
Control and Systems EngineeringEngineering
13
Article|24 citations·2024
Deep reinforcement learning-based control strategy for integration of a hybrid energy storage system in microgrids
Kuldeep Kumar, Sanghyeob Kwon, Sungwoo Bae
SJR Q1Journal of Energy Storage
Control and Systems EngineeringEngineering
14
Article|22 citations·2009
Maximum power point tracker for a multiple-input Ćuk dc-dc converter
Sungwoo Bae, Alexis Kwasinski

Photovoltaic modules require a maximum power point tracker in order to achieve maximum conversion efficiency when the maximum power point changes based on solar irradiance, temperature, cells age, and other factors. The need to track the maximum power point while combining multiple-input sources has stimulated research on maximum power point trackers for multiple input dc-dc converters. When compared to prior work, a multiple-input Cuk dc-dc converter seems to be an adequate choice when combinin

Renewable Energy, Sustainability and the EnvironmentEnergy
15
Article|18 citations·2018
Decentralized Power Management for Electrical Power Systems in More Electric Aircrafts
Myungchin Kim, Sung Gu Lee, Sungwoo Bae
SJR Q2ElectronicsOA

In order to implement reliable and flexible power management among energy sources, a decentralized power management approach for electrical power systems (EPSs) in the more electric aircraft (MEA) is studied. Considering the increased use of electrical power for various functions, the performance of MEA would be determined by the design and operation of the EPS. By using a virtual impedance that includes both a resistive term and an inductive term, autonomous power sharing is realized. Because o

Control and Systems EngineeringEngineering

Research Areas

Electrical and Electronic EngineeringAutomotive EngineeringControl and Systems EngineeringMaterials ChemistryCivil and Structural EngineeringMedia Technology

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