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시스템 건전성 및 리스크 관리 연구실
Laboratory for System Health & Risk Management
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International Journal
No.
Paper
Journal
Title
Authors
Date
Citation Index
188
Journal of Computational Design and Engineering
Robust Deep Learning-based Fault Detection of Planetary Gearbox Using Enhanced Health Data Map under Domain Shift Problem
Taewan Hwang, Jong M. Ha
*
, and Byeng D. Youn
*
2023-08
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
187
International Journal of Prognostics and Health Management
A Hybrid Approach Combining Data-Driven and Signal-Processing- Based Methods for Fault Diagnosis of a Hydraulic Rock Drill
Hye Jun Oh, Jinoh Yoo, Sang Kyung Lee, Minseok Chae, Jongmin Park, and Byeng D. Youn
*
2023-07
SCOPUS (IF: 2.1)
186
International Journal of Prognostics and Health Management
Domain Adaptation based Fault Diagnosis under Variable Operating Conditions of a Rock Drill
Yong Chae Kim, Taehun Kim, Jin Uk Ko
*
, Jinwook Lee, and Keon Kim
2023-07
SCOPUS (IF: 2.1)
185
Mechanical Systems and Signal Processing
Editorial: Special issue on Physics-informed Machine learning Enabling Fault Feature Extraction and Robust Failure Prognosis
Chao Hu, Kai Goebel, David Howey, Zhike Peng, Dong Wang, Peng Wang, and Byeng D. Youn
2023-06
SCIE, SCOPUS, EI (IF: 8.4, Rank: 3.3%)
184
Structural and Multidisciplinary Optimization
A New Initial Point Search Algorithm for Bayesian Calibration with Insufficient Statistical Information: Greedy Stochastic Section Search
Hyeonchan Lee, Wongon Kim
*
, Hyejeong Son, Hyunhee Choi, Soo-Ho Jo, and Byeng D. Youn
*
2023-06
SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
183
Expert Systems with Applications
Opt-TCAE: Optimal Temporal Convolutional Auto-encoder for Boiler Tube Leakage Detection in a Thermal Power Plant Using Multi-sensor Data
Hyeongmin Kim, Jin Uk Ko, Kyumin Na, Hyeonchan Lee, Hee-soo Kim, Jong-duk Son, Heonjun Yoon
*
, and Byeng D. Youn
*
2023-04
SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
182
Journal of Computational Design and Engineering
Deep-learning-based Fault Detection and Recipe Optimization for a Plastic Injection Molding Process under the Class Imbalance Problem
Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, and Byeng D. Youn
*
2023-04
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
181
Journal of Computational Design and Engineering
MPARN: Multi-scale Path Attention Residual Network for Fault Diagnosis of Rotating Machines
Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Heonjun Yoon
*
, and Byeng D. Youn
*
2023-04
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
180
Journal of Computational Design and Engineering
Probabilistic Framework for Reliable Optimal Design of Gearboxes in General-purpose Industrial Robots Considering Random Use Conditions
Jin-gyun Park, Heonjun Yoon
*
, and Byeng D. Youn
*
2023-04
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
179
Structural and Multidisciplinary Optimization
Statistical Prior Modeling with Radius-Uniform Distribution for a Correlation Hyperparameter in Bayesian Calibration
Sehui Jeong, Hyunhee Choi, Byeng D. Youn
*
, and Hyejeong Son
*
2023-04
SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
178
Journal of Physics D: Applied Physics
Double Piezoelectric Defects in Phononic Crystals for Ultrasonic Transducers
Soo-Ho Jo
*
, Donghyu Lee, Heonjun Yoon, and Byeng D. Youn
2023-02
SCIE, SCOPUS, EI (IF: 3.4, Rank: 34.9%)
177
Reliability Engineering & System Safety
PERL: Probabilistic Energy-ratio-based Localization for Boiler Tube Leaks Using Descriptors of Acoustic Emission Signals
Kyumin Na, Heonjun Yoon
*
, Jaedong Kim, Sungjong Kim, and Byeng D.Youn
*
2023-02
SCIE, SCOPUS, EI (IF: 8.1, Rank: 8.7%)
176
International Journal of Mechanical Sciences
Longitudinal Wave Localization Using a One-dimensional Phononic Crystal with Differently Patterned Double Defects
Soo-Ho Jo and Byeng D. Youn
*
2023-01
SCIE, SCOPUS, EI (IF: 7.3, Rank: 3.3%)
175
International Journal of Precision Engineering and Manufacturing-Green Technology
A Noise-robust Feature Extraction Method for Rolling Element Bearing Diagnosis: Linear Power-Normalized Cepstral Coefficients (LPNCC)
Keunsu Kim, Heonjun Yoon
*
, and Byeng D. Youn
*
2023-01
SCIE, SCOPUS (IF: 4.2, Rank: 22.6%)
174
Structural and Multidisciplinary Optimization
A Comprehensive Review of Digital Twin - Part 2: Roles of Uncertainty Quantification and Optimization, a Battery Digital Twin, and Perspectives
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D. Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu
*
, and Zhen Hu
*
2023-01
SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
173
Mechanical Systems and Signal Processing
Digital Twin Approach for On-Load Tap Changers Using Data-driven Dynamic Model Updating and Optimization-based Operating Condition Estimation
Wongon Kim, Sunuwe Kim, Jingyo Jeong, Hyunjae Kim, Hyunchan Lee, and Byeng D. Youn
*
2022-12
SCIE, SCOPUS, EI (IF: 8.4, Rank: 3.3%)
172
Electric Power Systems Research
Missing Data Imputation Using an Iterative Denoising Autoencoder (IDAE) for Dissolved Gas Analysis
Boseong Seo, Jaekyung Shin, Taejin Kim
*
, and Byeng D. Youn
*
2022-11
SCIE, SCOPUS, EI (IF: 3.9, Rank: 36.2%)
171
Measurement
Optimal Placement of Non-redundant Sensors for Structural Health Monitoring under Model Uncertainty and Measurement Noise
Haichao An, Byeng D. Youn
*
, and Heung Soo Kim
*
2022-11
SCIE, SCOPUS, EI (IF: 5.6, Rank: 13.5%)
170
Structural and Multidisciplinary Optimization
A Comprehensive Review of Digital Twin - Part 1: Modeling and Twinning Enabling Technologies
Adam Thelen, Xiaoge Zhang, Olga Fink, Yan Lu, Sayan Ghosh, Byeng D.Youn, Michael D. Todd, Sankaran Mahadevan, Chao Hu
*
, and Zhen Hu
*
2022-11
SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
169
Reliability Engineering & System Safety
A Health Image for Deep Learning-based Fault Diagnosis of a Permanent Magnet Synchronous Motor Under Variable Operating Conditions : Instantaneous Current Residual Map
Chan Hee Park, Hyeongmin Kim, Chaehyun Suh, Minseok Chae, Heonjun Yoon
*
, and Byeng D. Youn
*
2022-10
SCIE, SCOPUS, EI (IF: 8.1, Rank: 8.7%)
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