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Heeyun Lee
Institution:
Dankook University
Observed institutions:
Seoul National University,
Hyundai Motor Group (South Korea),
Hyundai Motors (South Korea),
Dankook University
ORCID:
0000-0003-1737-962X
Observed ORCIDs:
0000-0003-1737-962X,
0000-0003-0032-3056
OpenAlex ID:
A5021244344
Comparative Analysis of Energy Management Strategies for HEV: Dynamic Programming and Reinforcement Learning
2020
·
Heeyun Lee
, Changhee Song
, et al.
·
IEEE Access
·
127
PDF
Energy efficient speed planning of electric vehicles for car-following scenario using model-based reinforcement learning
2022
·
Heeyun Lee
, Kyunghyun Kim
, et al.
·
Applied Energy
·
106
Model-Based Reinforcement Learning for Eco-Driving Control of Electric Vehicles
2020
·
Heeyun Lee
, Namwook Kim
, et al.
·
IEEE Access
·
86
PDF
Online Data-Driven Energy Management of a Hybrid Electric Vehicle Using Model-Based Q-Learning
2020
·
Heeyun Lee
, Changbeom Kang
, et al.
·
IEEE Access
·
68
PDF
Energy Management Strategy of Fuel Cell Electric Vehicles Using Model-Based Reinforcement Learning With Data-Driven Model Update
2021
·
Heeyun Lee
, Suk Won Cha
·
IEEE Access
·
67
PDF
Traffic speed prediction under weekday using convolutional neural networks concepts
2017
·
Changhee Song
, Heeyun Lee
, et al.
·
IEEE Intelligent Vehicles Symposium
·
67
Reinforcement Learning Based on Equivalent Consumption Minimization Strategy for Optimal Control of Hybrid Electric Vehicles
2020
·
Heeyun Lee
, Suk Won Cha
·
IEEE Access
·
58
PDF
A Real-Time Intelligent Energy Management Strategy for Hybrid Electric Vehicles Using Reinforcement Learning
2021
·
Woong Lee
, Haeseong Jeoung
, et al.
·
IEEE Access
·
53
PDF
Pre-diagnosis of flooding and drying in proton exchange membrane fuel cells by bagging ensemble deep learning models using long short-term memory and convolutional neural networks
2022
·
Kyunghyun Kim
, Jaeyeon Kim
, et al.
·
Energy
·
51
A Review of Optimal Energy Management Strategies Using Machine Learning Techniques for Hybrid Electric Vehicles
2021
·
Changhee Song
, Kiyoung Kim
, et al.
·
International Journal of Automotive Technology
·
49
Energy management strategy of hybrid electric vehicle using battery state of charge trajectory information
2017
·
Heeyun Lee
, Jongryeol Jeong
, et al.
·
International Journal of Precision Engineering and Manufacturing-Green Technology
·
44
A Power Management Strategy for Parallel PHEV Using Deep Q-Networks
2018
·
Changhee Song
, Heeyun Lee
, et al.
·
IEEE Vehicle Power and Propulsion Conference (VPPC)
·
23
Model Validation of the Chevrolet Volt 2016
2018
·
Jongryeol JEONG
, Sungwook Choi
, et al.
·
SAE technical papers on CD-ROM/SAE technical paper series
·
19
Study on Power Management Strategy of HEV using Dynamic Programming
2016
·
Heeyun Lee
, Changbeom Kang
, et al.
·
World Electric Vehicle Journal
·
16
PDF
Online adaptive identification of clutch torque transmissibility for the drivability consistency of high-performance production vehicles
2024
·
Sooyoung Kim
, Heeyun Lee
, et al.
·
Control Engineering Practice
·
13
Energy Management Strategy of Hybrid Electric Vehicle using Stochastic Dynamic Programming
2015
·
Heeyun Lee
, Suk Won Cha
, et al.
·
SAE technical papers on CD-ROM/SAE technical paper series
·
13
Optimal Vehicle-to-Grid Charge Scheduling for Electric Vehicles Based on Dynamic Programming
2025
·
Heeyun Lee
, Hyunjoong Kim
, et al.
·
Energies
·
10
Hybrid Model Predictive Control for Hybrid Electric Vehicle Energy Management Using an Efficient Mixed-Integer Formulation
2022
·
Hyein Jung
, Tae Hoon Oh
, et al.
·
IFAC-PapersOnLine
·
8
Power management strategy of hybrid electric vehicle using power split ratio line control strategy based on dynamic programming
2015
·
Heeyun Lee
, Yeong-il Park
, et al.
·
International Conference on Control, Automation and Systems (ICCAS)
·
8
Generic Representations for Hybrid Powertrain Configurations
2021
·
Namwook Kim
, Chunhua Zheng
, et al.
·
International Journal of Automotive Technology
·
7
Model-Based Integrated Control of Engine and CVT to Minimize Fuel Use
2018
·
Heeyun Lee
, Juyean Sung
, et al.
·
International Journal of Automotive Technology
·
7
Development of Vehicle Component Sizing Process Using Optimization Algorithm
2017
·
Heeyun Lee
, Suk Won Cha
, et al.
·
IEEE Vehicle Power and Propulsion Conference (VPPC)
·
7
Model Based Automated Calibration for Shift Control of Automatic Transmission
2021
·
Heeyun Lee
, Bonhyun Gu
, et al.
·
International Journal of Automotive Technology
·
6
Optimization of Speed Trajectory for Eco-Driving Considering Road Characteristics
2018
·
Kyunghyun Kim
, Heeyun Lee
, et al.
·
IEEE Vehicle Power and Propulsion Conference (VPPC)
·
6
Analysis of Electrochemical Behavior of PEMFC Humidified with NaCl Solution Mist Using an Ultrasonic Vibrator
2022
·
Ho Jun Yoo
, Gye Eun Jang
, et al.
·
Journal of the Korean Society for Precision Engineering
·
4
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Works count:
39
Citation count:
942
H-index:
14
I10-index:
17
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