Skip to main content

Heo Gyunyoung

Kyung Hee University · Engineering

About the Lab

Professor Heo Gyunyoung's research lab specializes in nuclear power plant safety, focusing on cyber security for digital instrumentation and control systems, advanced risk assessment methodologies, and real-time transient monitoring to enhance plant reliability and accident prevention. The lab also develops intelligent maintenance and evacuation strategies using data-driven technologies such as agent-based modeling and thermal performance analysis. Research integrates probabilistic and deterministic safety approaches to address complex, nonlinear risks in nuclear energy systems.

nuclear safetycyber securitytransient monitoringagent-based modelingprobabilistic risk assessment

Research Overview

Papers
178
Total Citations
1,334
Papers (5y)
39
Primary Field
Engineering

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
39total
2022
2023
2024
2025
2026
Citations per year (5y)
110total
20222023202420252026

Selected Papers

15
1
Article|53 citations·2019
Cyber attack taxonomy for digital environment in nuclear power plants
Seungmin Kim, Gyunyoung Heo, Enrico Zio, Jinsoo Shin, Jae-gu Song
SJR Q2Nuclear Engineering and TechnologyOA

With the development of digital instrumentation and control (I&C) devices, cyber security at nuclear power plants (NPPs) has become a hot issue. The Stuxnet, which destroyed Iran's uranium enrichment facility in 2010, suggests that NPPs could even lead to an accident involving the release of radioactive materials cyber-attacks. However, cyber security research on industrial control systems (ICSs) and supervisory control and data acquisition (SCADA) systems is relatively inadequate compared to in

Computer Networks and CommunicationsComputer Science
2
Article|44 citations·2014
APPLICATION OF MONITORING, DIAGNOSIS, AND PROGNOSIS IN THERMAL PERFORMANCE ANALYSIS FOR NUCLEAR POWER PLANTS
Hyeonmin Kim, Man Gyun Na, Gyunyoung Heo
SJR Q2Nuclear Engineering and TechnologyOA

As condition-based maintenance (CBM) has risen as a new trend, there has been an active movement to apply information technology for effective implementation of CBM in power plants. This motivation is widespread in operations and maintenance, including monitoring, diagnosis, prognosis, and decision-making on asset management. Thermal efficiency analysis in nuclear power plants (NPPs) is a longstanding concern being updated with new methodologies in an advanced IT environment. It is also a promin

Aerospace EngineeringEngineering
3
Article|43 citations·2010
A framework for evaluating the effects of maintenance-related human errors in nuclear power plants
Gyunyoung Heo, Jinkyun Park
SJR Q1Reliability Engineering & System Safety
Statistics, Probability and UncertaintyDecision Sciences
4
Article|41 citations·2017
Effect of ketogenic diet and other dietary therapies on anti-epileptic drug concentrations in patients with epilepsy
Gyunyoung Heo, Se Hee Kim, Min Jung Chang
SJR Q3Journal of Clinical Pharmacy and TherapeuticsOA

Most anti-epileptic drug serum concentrations remained stable during the KD and other related dietary therapies except those of valproic acid. Therefore, serum concentrations of valproic acid should be monitored when the KD and other dietary therapies are concomitantly administered.

PhysiologyMedicine
5
Article|35 citations·2023
Agent-based radiological emergency evacuation simulation modeling considering mitigation infrastructures
Gibeom Kim, Gyunyoung Heo
SJR Q1Reliability Engineering & System Safety
Ocean EngineeringEngineering
6
Article|30 citations·2021
Recent research towards integrated deterministic-probabilistic safety assessment in Korea
Gyunyoung Heo, Sejin Baek, Dohun Kwon, Hyeonmin Kim, Jinkyun Park
SJR Q2Nuclear Engineering and TechnologyOA

For a long time, research into integrated deterministic-probabilistic safety assessment has been continuously conducted to point out and overcome the limitations of classical ET (event tree)/FT (fault tree) based PSA (probabilistic safety assessment). The current paper also attempts to assert the reason why a technical transformation from classical PSA is necessary with a re-interpretation of the categories of risk. In this study, residual risk was classified into interpolating- and extrapolatin

Statistics, Probability and UncertaintyDecision Sciences
7
Article|29 citations·2011
Internal leakage detection for feedwater heaters in power plants using neural networks
Gyunyoung Heo, Song Kyu Lee
SJR Q1Expert Systems with Applications
Aerospace EngineeringEngineering
8
Article|28 citations·2016
Diagnosis of feedwater heater performance degradation using fuzzy inference system
Yeon Kwan Kang, Hyeonmin Kim, Gyunyoung Heo, Seok Yoon Song
SJR Q1Expert Systems with Applications
Control and Systems EngineeringEngineering
9
Article|27 citations·2006
Design evaluation of emergency core cooling systems using Axiomatic Design
Gyunyoung Heo, Song Kyu Lee
SJR Q1Nuclear Engineering and Design
Statistics, Probability and UncertaintyDecision Sciences
10
Article|25 citations·2018
Failure rate updates using condition-based prognostics in probabilistic safety assessments
Hyeonmin Kim, Jung-Taek Kim, Gyunyoung Heo
SJR Q1Reliability Engineering & System Safety
Statistics, Probability and UncertaintyDecision Sciences
11
Article|25 citations·2016
Transient Diagnosis and Prognosis for Secondary System in Nuclear Power Plants
Sangjun Park, Jinkyun Park, Gyunyoung Heo
SJR Q2Nuclear Engineering and TechnologyOA

This paper introduces the development of a transient monitoring system to detect the early stage of a transient, to identify the type of the transient scenario, and to inform an operator with the remaining time to turbine trip when there is no operator's relevant control. This study focused on the transients originating from a secondary system in nuclear power plants (NPPs), because the secondary system was recognized to be a more dominant factor to make unplanned turbine-generator trips which c

Control and Systems EngineeringEngineering
12
Article|23 citations·2021
Development of a radiological emergency evacuation model using agent-based modeling
Yujeong Hwang, Gyunyoung Heo
SJR Q2Nuclear Engineering and TechnologyOA

In order to mitigate the damage caused by accidents in nuclear power plants (NPPs), evacuation strategies are usually managed on the basis of off-site effects such as the diffusion of radioactive materials and evacuee traffic simulations. However, the interactive behavior between evacuees and the accident environment has a significant effect on the consequential gap. Agent-based modeling (ABM) is a method that can control and observe such interactions by establishing agents (i.e., the evacuees)

Ocean EngineeringEngineering
13
Article|22 citations·2018
Analysis of the technical status of multiunit risk assessment in nuclear power plants
Changkyung Seong, Gyunyoung Heo, Sejin Baek, Ji Woong Yoon, Man Cheol Kim
SJR Q2Nuclear Engineering and TechnologyOA

Since the Fukushima Daiichi nuclear disaster, concern and worry about multiunit accidents have been increasing. Korea has a higher urgency to evaluate its site risk because its number of nuclear power plants (NPPs) and population density are higher than those in other countries. Since the 1980s, technical documents have been published on multiunit probabilistic safety assessment (PSA), but the Fukushima accident accelerated research on multiunit PSA. It is therefore necessary to summarize the pr

Statistics, Probability and UncertaintyDecision Sciences
14
Article|22 citations·2013
ADVANCED MMIS TOWARD SUBSTANTIAL REDUCTION IN HUMAN ERRORS IN NPPS
Poong Hyun Seong, Hyun Gook Kang, Man Gyun Na, Jong Hyun Kim, Gyunyoung Heo, Yoensub Jung
SJR Q2Nuclear Engineering and TechnologyOA

This paper aims to give an overview of the methods to inherently prevent human errors and to effectively mitigate the consequences of such errors by securing defense-in-depth during plant management through the advanced man-machine interface system (MMIS). It is needless to stress the significance of human error reduction during an accident in nuclear power plants (NPPs). Unexpected shutdowns caused by human errors not only threaten nuclear safety but also make public acceptance of nuclear power

Statistics, Probability and UncertaintyDecision Sciences
15
Article|19 citations·2021
Application of Dynamic Fault Tree Analysis to Prioritize Electric Power Systems in Nuclear Power Plants
Sejin Baek, Gyunyoung Heo
SJR Q1EnergiesOA

Because the scope of risk assessments at nuclear power plants (NPPs) is being extended both spatially and temporally, conventional, or static fault trees might not be able to express failure mechanisms, or they could be unnecessarily conservative in their expression. Therefore, realistic assessment techniques are needed to adequately capture accident scenarios. In multi-unit probabilistic safety assessment (PSA), fault trees naturally become more complex as the number of units increases. In part

Statistics, Probability and UncertaintyDecision Sciences

Research Areas

Statistics, Probability and UncertaintyControl and Systems EngineeringAerospace EngineeringMaterials ChemistryOcean EngineeringInformation Systems

Dive deeper into Heo Gyunyoung's research on Nubint

Open this lab's papers in the app to read with AI, summarize, and cite in your writing.