Jonghyun Kim

发表

Comparison of Deep Reinforcement Learning and PID Controllers for Automatic Cold Shutdown Operation

Daeil Lee, Seoryong Koo, Inseok Jang, 2022, Energies.

Autonomous Algorithm for Safety Function State of Nuclear Power Plant by Using LSTM

Daeil Lee, Jonghyun Kim, 2017 .

Numerical prediction of operating characteristics of micro-gas turbine combustor with on-board reformed EGR system using co-simulation model and 1D reduced model

Hookyung Lee, Jungsoo Park, Jonghyun Kim, 2021, International Journal of Hydrogen Energy.

Advanced OR and AI Methods in Transportation META-HEURISTIC ALGORITHMS FOR A TRANSIT ROUTE DESIGN

Jonghyun Kim, Jonghak Han, Seungjae Lee, 2005 .

Modeling the Resilience of Severe Accident Management Organizations Using AHP

Jonghyun Kim, Ji-tae Kim, Jooyoung Park, 2017 .

An accident diagnosis algorithm with untrained accident identification

Jonghyun Kim, Jaemin Yang, 2019 .

Algorithm for the Detection of Signal Failure in the Emergency Situation Using VAE-LSTM

Jonghyun Kim, Younhee Choi, Gyeongmin Yoon, 2020 .

Signal Validation Algorithm using Deep Learning Methods

Jonghyun Kim, Subong Lee, 2020 .

Approach for safety culture evaluation under accident situation at NPPs; an exploratory study using case studies

Young Gab Kim, Jong Hyun Kim, Jonghyun Kim, 2018, Annals of Nuclear Energy.

Autonomous Emergency Operation of Nuclear Power Plant Using Deep Reinforcement Learning

Daeil Lee, Jonghyun Kim, Daeil Lee, 2021, AHFE.

A Human Reliability Analysis Method for Level-2 Multi-Unit PSA: Challenges and Prospective Approach

Jonghyun Kim, Awwal Mohammed Arigi, Jonghyun Kim, 2019, Proceedings of the 29th European Safety and Reliability Conference (ESREL).

Multi-Step Prediction Algorithm for Critical Safety Parameters at Nuclear Power Plants Using BiLSTM and AM

Jonghyun Kim, Hyo-Jin Kim, Jonghyun Kim, 2021, Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021).

Numerical Verification of DICE (Dynamic Integrated Consequence Evaluation) for Integrated Safety Assessment

Jonghyun Kim, Gyunyoung Heo, Sejin Baek, 2021, Proceedings of the 31st European Safety and Reliability Conference (ESREL 2021).

Algorithm for the Signal Validation in the Emergency Situation Using Unsupervised Learning Methods

Jonghyun Kim, Younhee Choi, Gyeongmin Yoon, 2021, AHFE.

An Approach to Analyze Diagnosis Errors in Advanced Main Control Room Operations Using the Cause-Based Decision Tree Method

Jonghyun Kim, Awwal Mohammed Arigi, Gayoung Park, 2021, Energies.

Inter-relationships between performance shaping factors for human reliability analysis of nuclear power plants

Wondea Jung, Jonghyun Kim, Jooyoung Park, 2020 .

CONSTRUCTION SCHEDULE DELAY RISK ASSESSMENT BY USING COMBINED AHP-RII METHODOLOGY FOR AN INTERNATIONAL NPP PROJECT

Jonghyun Kim, Muhammed Mufazzal Hossen, Sunkoo Kang, 2015 .

Autonomous operation algorithm for safety systems of nuclear power plants by using long-short term memory and function-based hierarchical framework

Daeil Lee, Poong Hyun Seong, Jonghyun Kim, 2018, Annals of Nuclear Energy.

Redesign of marine structures by perturbation

Michael M. Bernitsas, Jonghyun Kim, Jonghyun Kim, 1988 .

Algorithm for Autonomous Power-Increase Operation Using Deep Reinforcement Learning and a Rule-Based System

Daeil Lee, Awwal Mohammed Arigi, Jonghyun Kim, 2020, IEEE Access.

Conceptual design of autonomous emergency operation system for nuclear power plants and its prototype

Jaemin Yang, Jonghyun Kim, Deail Lee, 2020 .

An accident diagnosis algorithm using long short-term memory

Jaemin Yang, Jonghyun Kim, Jonghyun Kim, 2018 .

Nuclear Power Plant Accident Diagnosis Algorithm Including Novelty Detection Function Using LSTM

Jaemin Yang, Jonghyun Kim, Subong Lee, 2019, AHFE.

A framework to estimate probability of diagnosis error in NPP advanced MCR

Poong Hyun Seong, Inseok Jang, Jonghyun Kim, 2018 .

A comparison of the quantification aspects of human reliability analysis methods in nuclear power plants

Jonghyun Kim, Jooyoung Park, Awwal Mohammed Arigi, 2019, Annals of Nuclear Energy.

Numerical study on prediction of icing phenomena in intake system of diesel engine: Operating conditions with low-to-middle velocity of inlet air

Jungsoo Park, Jonghyun Kim, Wonjun Yoon, 2022, Energy.

Autonomous Algorithm for Safety Systems of the Nuclear Power Plant by Using the Deep Learning

Daeil Lee, Jonghyun Kim, Daeil Lee, 2017 .

Some empirical insights on diagnostic performance of the operating crew in a computer‐based advanced control room

Jaewhan Kim, Jinkyun Park, Jonghyun Kim, 2011 .

NPP Condition Diagnosis by Monitoring Critical Safety Functions

Jonghyun Kim, Jaemin Yang, 2017 .

Simple and Robust Attainment of Transparency Based on Two-Channel Control Architectures Using Time-Delay Control

Hyung-Soon Park, Pyung Hun Chang, Jonghyun Kim, 2010, J. Intell. Robotic Syst..

Two-Channel Transparency-Optimized Control Architectures in Bilateral Teleoperation With Time Delay

Hyung-Soon Park, Pyung Hun Chang, Jonghyun Kim, 2013, IEEE Transactions on Control Systems Technology.

Development of a diagnostic algorithm for abnormal situations using long short-term memory and variational autoencoder

Jonghyun Kim, Awwal Mohammed Arigi, Hyojin Kim, 2021 .

Transactions of the Korean Nuclear Society Virtual Spring Meeting July 9-10, 2020 Algorithm of Abnormal Event Diagnosis with the Identification of Unknown Events and Output Confirmation

Jonghyun Kim, Hyojin Kim, 2020 .