Publications
IMechE
Predicting transient diesel engine NOx emissions using time-series data preprocessing with deep-learning models
Seunghyup Shin, Youngbok Lee, Jihwan Park, Minjae Kim,
Sangyul Lee*, Kyoungdoug Min*
Proceedings of the Institution of Mechanical Engineers Part D-Journal of Automobile Engineering, March 2021
[
Online]
EAAI
Deep neural network model with Bayesian hyperparameter optimization for prediction of NOx at transient conditions in a diesel engine
Seunghyup Shin, Youngbok Lee, Minjae Kim, Jihwan Park,
Sangyul Lee*Kyoungdoug Min*
Engineering Applications of Artificial Intelligence, Washington, USA,
[
Online]
JMST
Proposal of a methodology for designing engine operating variables using predicted NOx emissions based on deep neural networks
Sangyul Lee, Yongjoo Lee, Youngbok Lee, Minjae Kim, Seunghyup Shin, Jihwan Park, Kyoungdoug Min*
Journal of Mechanical science and Technology, Seoul, korea, March 2021
[
Online]
IMechE
Deep Learning Procedure for Knock, Performance and Emission Prediction at Steady-State Condition of a Gasoline Engine
Seunghyup Shin,
Sangyul Lee, Minjae Kim, Jihwan Park, Kyoungdoug Min*
Proceedings of the Institution of Mechanical Engineers Part D-Journal of Automobile Engineering (Published)
[
Online]
IJAT
EGR Prediction of Diesel Engines in Steady-State Conditions using Deep Learning Method
Sangyul Lee, Yongjoo Lee, Youngbok Lee, Minjae Kim, Seunghyup Shin, Jihwan Park, Kyoungdoug Min*
International Journal of Automotive Technology, Seoul, korea, Vol. 21, Issues 3, February 2020
[
Online]
Energies
Prediction Modeling and Analysis of Knocking Combustion using an Improved 0D RGF Model and Supervised Deep Learning
Seokwon Cho, Jihwan Park, Chiheon Song, Sechul Oh,
Sangyul Lee, Minjae Kim, Kyoungdoug Min*
Energies, Basel, Switzerland, March 2019
[
Online]
KSME
Development of a Design Program for a Fuel Injection Module
Sangyul Lee, Seoyun Jang, Wonah Park, Cheolwoong Park
Trans. Korean Soc. Mech. Eng., Seoul, korea, July 2019
[
Online]
JMST
A numerical study on the soot and combustion performance of a diesel engine with pip shape
Sangyul Lee, Minjae Kim, Hajin Kim
Journal of Mechanical science and Technology, Seoul, korea, December 2018
[
Online]
IMechE
A Characteristic Study and Optimization of In-cylinder Configuration for Particulate Matters Reduction in a Off-highway Diesel Engine with Mechanical Fuel Injection System
Jongyoon Lee,
Sangyul Lee(Corresponding), Jeongkeun Park, and Taejoong Wang
Proceedings of the Institution of Mechanical Engineers Part D-Journal of Automobile Engineering, Sep. 2016
[
Online]
JMST
Design of combustion bowl geometry to meet final Tier 4 of 11 L non-road heavy-duty diesel engine with multi-dimensional combustion simulation
Sangyul Lee, Jongyoon Lee, Seungkwon Hwang, Taejoong Wang and Youngbok Lee
Journal of Mechanical science and Technology, Seoul, korea, September 2016
[
Online]
JMST
Comparison of the effects of multiple injection strategy on the emissions between moderate and heavy EGR rate conditions: part 2-post injections
Hoimyung Choi, Jeongwoo Lee, Kookeui Hong,
Sangyul Lee, Seungmok Choi, Seongeun Yu, Kyoungdoug Min
Journal of Mechanical science and Technology, Seoul, korea, July 2013
[
Online]
KSAE Transaction
Fundamental Study on the Chemical Ignition Delay Time of Diesel Surrogate Components
Gyujin Kim,
Sangyul Lee and Kyoungdoug Min
Trans. of the KSAE (
KSAE), Seoul, Korea, May 2013
[
Online]
KSAE Transaction
Development of reduced normal dodecane chemical mechanism
Sangyul Lee, Gyujin Kim and Kyoungdoug Min
Trans. of the KSAE (
KSAE), Seoul, Korea, March 2013
[
Online]
IMechE
Potential of In-Cylinder EGR Stratification for Combustion and Emissions in Diesel Engines
Wonah Park,
Sangyul Lee, Seungmok Choi, and Kyoungdoug Min
Proceedings of the Institution of Mechanical Engineers Part D-Journal of Automobile Engineering, July 2012
[
Online]
Energy
Methods for in-cylinder EGR stratification and its effects on combustion and emission characteristics in a diesel engine
Seungmok Choi, Wonah Park,
Sangyul Lee, Kyoungdoug Min and Hoimyung Choi
Energy, Dec 2011
[
Online]
JMST
3-D Simulation of the Combustion Process for a DME fueled Diesel engine
Jaeman Lim, Yongrae Kim,
Sangyul Lee, Kyoungdoug Min, Jaewoo Chung and Woo Kang
Journal of Mechanical science and Technology, Seoul, korea, Jan 2011
[
Online]
Comb. Sci. and Tech.
Combustion Modeling of Split Injection in HSDI Diesel Engines
Jaeman Lim,
Sangyul Lee and Kyoungdoug Min
Combustion Science and Technology, Philadelphia, USA, Dec 2010
[
Online]
