(2010) M.S./Ph.D., Mechanical Engineering, University of Maryland, College Park, MD, USA
(2006) B.S., Mechanical Engineering, POSTECH, Pohang, Republic of Korea
Experience
Associate Professor, School of Mechanical, Aerospace and Nuclear Engineering, UNIST, Ulsan, Republic of Korea
Senior Reliability Engineer, Intel Corp. Chandler, AZ
Director of General Affairs of Korean Society for PHM
Director of Academic Affairs of KSME Reliability Division
Director of Academic Affairs of KSME CAE & Applied Dynamics Division
Director of Business Affairs of Korean Reliability Society
Director of Academic Affairs of the Society of Computational Design and Engineering
Director of Finance Affairs of the Korean Microelectronic and Packaging Society
Journal Articles
(2023)
A convolutional neural network model for SOH estimation of Li-ion batteries with physical interpretability.
MECHANICAL SYSTEMS AND SIGNAL PROCESSING.
188,
1
(2022)
Failure mechanism-based reliability assessment framework: a case study in an automotive component.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
36,
10
(2022)
In situ monitoring-based feature extraction for metal additive manufacturing products warpage prediction.
SMART STRUCTURES AND SYSTEMS.
29,
6
(2021)
Mitigation strategies for Li-ion battery thermal runaway: A review.
RENEWABLE & SUSTAINABLE ENERGY REVIEWS.
150,
1
(2021)
A Novel Prognostics Approach Using Shifting Kernel Particle Filter of Li-Ion Batteries Under State Changes.
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS.
68,
4
(2021)
Capacity-Fading Behavior Analysis for Early Detection of Unhealthy Li-Ion Batteries.
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS.
68,
3
(2021)
Review on Quality Control Methods in Metal Additive Manufacturing.
APPLIED SCIENCES-BASEL.
11,
4
(2020)
A drop-impact reliability assessment of mobile display modules using a statistical modeling approach.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
34,
10
(2020)
Data-driven fault diagnosis based on coal-fired power plant operating data.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
34,
10
(2020)
통합마스트-송수신 모듈의 열화인자 분석을 통한 결함진단 및 잔여수명 예측 연구.
한국CDE학회 논문집.
25,
2
(2019)
Dynamics of Bubble Behavior in Nucleate Boiling of R134a in an Enhanced Horizontal Tube.
IEEE ACCESS.
7,
(2019)
Real-time quality monitoring and control system using an integrated cost effective support vector machine.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
33,
12
(2019)
Reduction of Li-ion Battery Qualification Time Based on Prognostics and Health Management.
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS.
66,
9
(2019)
Nondestructive wire fault diagnosis using resistance spectroscopy analysis.
JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY.
33,
8
(2019)
Accelerated degradation model for C-rate loading of lithium-ion batteries.
INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS.
107,
1
(2019)
Adaptive SVM-based real-time quality assessment for primer-sealer dispensing process of sunroof assembly line.
RELIABILITY ENGINEERING & SYSTEM SAFETY.
184,
Special SI
(2019)
PHM-based wiring system damage estimation for near zero downtime in manufacturing facilities.
RELIABILITY ENGINEERING & SYSTEM SAFETY.
184,
Special SI
(2019)
팬아웃 웨이퍼 레벨 패키지 공정 중 재료 물성의 불확실성이 휨 현상에 미치는 영향.
마이크로전자 및 패키징학회지.
26,
1
(2018)
A dimensional compensation algorithm for vertical bending deformation of 3D printed parts in selective laser sintering.
RAPID PROTOTYPING JOURNAL.
24,
6
(2018)
TDR-based multiple leak detection system using an s-parameter transmission line model for long-distance pipelines.
International Journal of Prognostics and Health Management.
9,
3
Patent/Intellectual Property
FAILURE PREDICTION APPARATUS FOR ELECTRONIC DEVICE AND FAILURE PREDICTION METHOD USING THE SAME.
15/401,097.
20200714.
UNITED STATES
온도 센서 고장 감지 시스템 및 그 방법.
10-2018-0170716.
20200323.
KOREA, REPUBLIC OF
배터리 건전성 판단 장치 및 방법(APPARATUS AND METHOF FOR DETERMINING OF BATTERY HEALTH).
10-2029-2300000.
20190930.
KOREA, REPUBLIC OF
고장 감지 장치(DEVICE FOR DETECTING DEGRADATION).
10-1893-9520000.
20180827.
KOREA, REPUBLIC OF
전자 기기의 고장 예측 장치 및 이를 이용한 고장 예측 방법(FAILURE PREDICTION APPARATUS FOR ELECTRIC DEVICE AND FAILURE PREDICTION METHOD USING THE SAME).
10-1768-6540000.
20170809.
KOREA, REPUBLIC OF
피로수명 예측방법(Method for predicting fatigue life).
10-1526-3130000.
20150601.
KOREA, REPUBLIC OF
Honors / Awards
Rising Researcher Award, KSPHM (2021)
Outstanding Student Paper Award, KSME (2020, 2021)
