Sukwon Cha

Publication Activity (10 Years)

Years Active: 2011-2021
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Electric Vehicles

Top Venues

Intelligent Vehicles Symposium

IEEE Trans. Control. Syst. Technol.

Publications

Heeyun Lee, Sukwon Cha
Energy Management Strategy of Fuel Cell Electric Vehicles Using Model-Based Reinforcement Learning With Data-Driven Model Update. IEEE Access 9 (2021)
Heeyun Lee, Sukwon Cha
Reinforcement Learning Based on Equivalent Consumption Minimization Strategy for Optimal Control of Hybrid Electric Vehicles. IEEE Access 9 (2021)
Heeyun Lee, Changhee Song, Namwook Kim, Sukwon Cha
Comparative Analysis of Energy Management Strategies for HEV: Dynamic Programming and Reinforcement Learning. IEEE Access 8 (2020)
Heeyun Lee, Namwook Kim, Sukwon Cha
Model-Based Reinforcement Learning for Eco-Driving Control of Electric Vehicles. IEEE Access 8 (2020)
Heeyun Lee, Changbeom Kang, Yeong-il Park, Namwook Kim, Sukwon Cha
Online Data-Driven Energy Management of a Hybrid Electric Vehicle Using Model-Based Q-Learning. IEEE Access 8 (2020)
Changboem Kang, Heeyun Lee, Jinseong Kim, Yeong-il Park, Sukwon Cha
Component size and gear ratio optimization in PHEV powertrain. Intelligent Vehicles Symposium (2017)
Changhee Song, Heeyun Lee, Changbeom Kang, Wonyoung Lee, Young B. Kim, Sukwon Cha
Traffic speed prediction under weekday using convolutional neural networks concepts. Intelligent Vehicles Symposium (2017)
Chunhua Zheng, Guoqing Xu, Sukwon Cha
An Intelligent Energy Management Strategy of Hybrid Vehicles Based on Traffic Preview Information. VTC Spring (2014)
Namwook Kim, Sukwon Cha, Huei Peng
Optimal Equivalent Fuel Consumption for Hybrid Electric Vehicles. IEEE Trans. Control. Syst. Technol. 20 (3) (2012)
Namwook Kim, Sukwon Cha, Huei Peng
Optimal Control of Hybrid Electric Vehicles Based on Pontryagin's Minimum Principle. IEEE Trans. Control. Syst. Technol. 19 (5) (2011)