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Dongsuk Kum

Korea Advanced Institute of Science and Technology · Engineering

About the Lab

Professor Dongsuk Kum's research lab specializes in the advanced design and control of hybrid and plug-in hybrid electric vehicles, with a strong focus on optimizing fuel economy and tailpipe emissions through systematic energy management strategies. The lab develops dynamic programming-based optimization methods to design supervisory control algorithms that balance drivability, rapid catalyst light-off during cold starts, and overall system efficiency. Key research directions include powertrain configuration synthesis, kinematic diagram generation, and the application of compound lever analysis to reduce design redundancy while preserving critical configuration details. The lab also emphasizes practical implementation of optimal control strategies derived from global optimization, enabling real-time, implementable solutions for complex powertrain systems.

hybrid electric vehiclesdynamic programmingemission controlenergy managementpowertrain configuration

Research Overview

Papers
139
Total Citations
4,212
Papers (5y)
56
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
56total
2022
2023
2024
2025
2026
Citations per year (5y)
574total
20222023202420252026

Selected Papers

15
1
Article|146 citations·2014
Optimal adaptation of equivalent factor of equivalent consumption minimization strategy for fuel cell hybrid electric vehicles under active state inequality constraints
Jihun Han, Youngjin Park, Dongsuk Kum
SJR Q1Journal of Power Sources
Automotive EngineeringEngineering
2
Article|108 citations·2015
A comprehensive design methodology of organic Rankine cycles for the waste heat recovery of automotive heavy-duty diesel engines
Simone Amicabile, Jeong Ik Lee, Dongsuk Kum
SJR Q1Applied Thermal Engineering
Mechanical EngineeringEngineering
3
Article|106 citations·2011
Supervisory Control of Parallel Hybrid Electric Vehicles for Fuel and Emission Reduction
Dongsuk Kum, Huei Peng, Norman Bucknor
SJR Q2Journal of Dynamic Systems Measurement and Control

Past research on hybrid electric vehicles (HEVs) focused primarily on improving their fuel economy. Emission reduction is another important performance attribute that needs to be addressed. When emissions are considered for hybrid vehicles with a gasoline engine, horizon-based optimization methodologies should be used because the light-off of the three-way catalytic converter heavily depends on the warming-up of catalyst temperature. In this paper, we propose a systematic design method for a col

Automotive EngineeringEngineering
4
Article|87 citations·2011
Optimal Energy and Catalyst Temperature Management of Plug-in Hybrid Electric Vehicles for Minimum Fuel Consumption and Tail-Pipe Emissions
Dongsuk Kum, Huei Peng, Norman Bucknor
SJR Q1IEEE Transactions on Control Systems Technology

Control of plug-in hybrid electric vehicles (PHEVs) poses a different challenge from that of the conventional hybrid electric vehicle (HEV) because the battery energy is designed to deplete throughout the drive cycle. In particular, when the travel distance exceeds the all-electric range (AER) of a PHEV and when tailpipe emissions are considered, optimal operation of the PHEV must consider optimization of the performance over a time horizon. In this paper, we develop a method to synthesize a sup

Automotive EngineeringEngineering
5
Article|70 citations·2015
Simplification of pseudo two dimensional battery model using dynamic profile of lithium concentration
Paulo Kemper, Shengbo Eben Li, Dongsuk Kum
SJR Q1Journal of Power Sources
Automotive EngineeringEngineering
6
Article|62 citations·2013
Control of Engine-Starts for Optimal Drivability of Parallel Hybrid Electric Vehicles
Dongsuk Kum, Huei Peng, Norman Bucknor
SJR Q2Journal of Dynamic Systems Measurement and Control

The pretransmission parallel hybrid electric vehicle (HEV) with a single electric motor requires relatively little changes from existing powertrain configurations. This configuration, however, has a challenging drivability issue during engine-starts because the electric motor must simultaneously provide the demanded propulsion torque and start the engine. Depending on the propulsion power level, such engine-start process may require a trade-off between drivability and quick start. The goal of th

Automotive EngineeringEngineering
7
Article|47 citations·2018
Development of cell selection framework for second-life cells with homogeneous properties
Kun Lee, Dongsuk Kum
SJR Q1International Journal of Electrical Power & Energy Systems
Automotive EngineeringEngineering
8
Article|46 citations·2019
Energy saving potentials of a photovoltaic assisted heat pump for hybrid building heating system via optimal control
Ettore Zanetti, Marcello Aprile, Dongsuk Kum, Rossano Scoccia, Mario Motta
SJR Q1Journal of Building EngineeringOA
Building and ConstructionEngineering
9
Article|45 citations·2018
Robust multi-lane detection and tracking using adaptive threshold and lane classification
Yeongho Son, Elijah S. Lee, Dongsuk Kum
SJR Q2Machine Vision and Applications
Automotive EngineeringEngineering
10
Article|23 citations·2022
Overtaking decision and trajectory planning in highway via hierarchical architecture of conditional state machine and chance constrained model predictive control
Seungmin Jeon, Kibeom Lee, Dongsuk Kum
SJR Q1Robotics and Autonomous Systems
Automotive EngineeringEngineering
11
Article|22 citations·2019
Complete design space exploration of isolated hybrid renewable energy system via dynamic programming
Kun Lee, Dongsuk Kum
SJR Q1Energy Conversion and Management
Energy Engineering and Power TechnologyEnergy
12
Article|18 citations·2015
Efficient and accurate computation of model predictive control using pseudospectral discretization
Shengbo Eben Li, Shaobing Xu, Dongsuk Kum
SJR Q1Neurocomputing
Control and Systems EngineeringEngineering
13
Article|17 citations·2010
Optimal Control of Plug-in HEVs for Fuel Economy Under Various Travel Distances
Dongsuk Kum, Huei Peng, Norman Bucknor
IFAC Proceedings Volumes
Automotive EngineeringEngineering
14
Article|16 citations·2017
Automatic Enumeration of Feasible Kinematic Diagrams for Split Hybrid Configurations With a Single Planetary Gear
Toumadher Barhoumi, Dongsuk Kum
SJR Q1Journal of Mechanical DesignOA

Most of the prior studies on power-split hybrid electric vehicle's (PS-HEV) design focused on the powertrain configuration optimization. Yet, depicting the selected configuration is highly required for further design steps, ultimately manufacturing. This paper proposes an automatic approach to generate all the feasible kinematic diagrams for a given configuration with a single planetary gear (PG) set. While the powertrain configuration, which is the output of prior studies, illustrates the conne

Automotive EngineeringEngineering
15
Article|14 citations·2018
Automatic Generation of Design Space Conversion Maps and Its Application for the Design of Compound Split Hybrid Powertrains
Toumadher Barhoumi, Hyunjun Kim, Dongsuk Kum
SJR Q1Journal of Mechanical Design

Most of the prior design studies on compound split hybrids focused on the selection of optimal configurations through evaluating their performance within the physical design space, i.e., powertrain configurations. However, the authors revealed that using the compound lever for the performance analysis dramatically reduces the design space as redundant configurations exist for a single compound lever design, resulting in computational load reduction. Nevertheless, using the compound lever results

Automotive EngineeringEngineering

Research Areas

Automotive EngineeringComputer Vision and Pattern RecognitionAerospace EngineeringElectrical and Electronic EngineeringControl and Systems EngineeringMechanical Engineering

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