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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
208
Journal of Computational Design and Engineering
Frequency-Focused Sound Data Generator for Fault Diagnosis in Industrial Robots
Semin Ahn
1
, Jinoh Yoo
1
, Kyu-Wha Lee, Byeng D. Youn
*
, and Sung-Hoon Ahn
*
Under Revision
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
207
Journal of Computational Design and Engineering
PCDC: Prototype-assisted Dual-contrastive Learning with Depthwise Separable Convolutional Neural Network for Few-shot Fault Diagnosis of Permanent Magnet Synchronous Motors under New Operating Conditions
Minseok Chae, Hyeongmin Kim, Hye Jun Oh, Chan Hee Park, Chaehyun Suh, Heonjun Yoon
*
, and Byeng D. Youn
*
Under Revision
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
206
Reliability Engineering & System Safety
Physics-based Digital Twin Updating and Twin-based Explainable Crack Identification of Mechanical Lap Joint
Wongon Kim and Byeng D. Youn
*
Under Revision
SCIE, SCOPUS, EI (IF: 8.1, Rank: 8.7%)
205
Reliability Engineering & System Safety
Physics-informed Gaussian Process Probabilistic Modeling with Multi-source Data for Prognostics of Degradation Processes
Chen Jiang, Hyunhee Choi, and Byeng D. Youn
*
Under Revision
SCIE, SCOPUS, EI (IF: 8.1, Rank: 8.7%)
204
Expert Systems with Applications
Revolution and Peak Discrepancy-Based Domain Alignment Method for Bearing Fault Diagnosis Under Very Low-Speed Conditions
Seungyun Lee, Sungjong Kim, Su J. Kim, Jiwon Lee, Heonjun Yoon
*
, and Byeng D. Youn
*
Accepted
SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
203
Expert Systems with Applications
Domain Adaptation with Label-Aligned Sampling (DALAS) for Cross-Domain Fault Diagnosis of Rotating Machinery under Class Imbalance
Jinwook Lee, Jin Uk Ko, Taehun Kim, Yong Chae Kim, Joon Ha Jung
*
, and Byeng D. Youn
*
2024-06
SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
202
Mechanical Systems and Signal Processing
Weighted Multi-order Viterbi Algorithm (WMOVA): Instantaneous Angular Speed Estimation under Harsh Condition
Jinoh Yoo, Jongmin Park, Taehyung Kim, Jong Moon Ha
*
, and Byeng D. Youn
*
2024-04
SCIE, SCOPUS, EI (IF: 8.4, Rank: 3.3%)
201
Expert Systems with Applications
FASER: Fault-affected Signal Energy Ratio for Fault Diagnosis of Gearboxes Under Repetitive Operating Conditions
Kyumin Na, Yunhan Kim, Heonjun Yoon
*
, and Byeng D. Youn
*
2024-03
SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
200
Knowledge-based Systems
Self-supervised Feature Learning for Motor Fault Diagnosis under Various Torque Conditions
Sang Kyung Lee, Hyeongmin Kim, Minseok Chae, Hye Jun Oh, Heonjun Yoon
*
, and Byeng D. Youn
*
2024-03
SCIE, SCOPUS, EI (IF: 8.8, Rank: 12.8%)
199
International Journal of Mechanical Sciences
An Improved Analytical Model of a Thick Defective Phononic Crystal for Bending Wave Excitation
Soo-Ho Jo
*
and Donghyu Lee
2024-02
SCIE, SCOPUS, EI (IF: 7.3, Rank: 3.3%)
198
Computers in Biology and Medicine
Peripheral Artery Disease Diagnosis Based on Deep Learning-Enabled Analysis of Non-Invasive Arterial Pulse Waveforms
Sina Masoumi Shahrbabak, Sooho Kim, Byeng D. Youn, Hao-Min Cheng, Chen-Huan Chen, Ramakrishna Mukkamala, and Jin-Oh Hahn
*
2024-01
SCIE, SCOPUS, EI (IF: 7.7, Rank: 6.4%)
197
Journal of Energy Storage
Uncertainty Analysis of Stack Pressure in EV Battery Module System Using a Phenomenological Modeling Approach
Hyunhee Choi, Chen Jiang, Byeng D. Youn
*
, and Taejin Kim
*
2023-12
SCIE, SCOPUS, EI (IF: 9.4, Rank: 16.1%)
196
International Journal of Mechanical Sciences
Variable-Stiffness Composite Optimization Using Dynamic and Exponential Multi-Fidelity Surrogate Models
Haichao An, Byeng D. Youn
*
, and Heung Soo Kim
*
2023-11
SCIE, SCOPUS, EI (IF: 7.3, Rank: 3.3%)
195
Measurement
Stator Current Operation Compensation (SCOC): A Novel Preprocessing Method for Deep Learning-based Fault Diagnosis of Permanent Magnet Synchronous Motors Under Variable Operating Conditions
Hyeongmin Kim, Chan Hee Park, Chaehyun Suh, Minseok Chae, Hye Jun Oh, Heonjun Yoon
*
, and Byeng D. Youn
*
2023-11
SCIE, SCOPUS, EI (IF: 5.6, Rank: 13.5%)
194
Expert Systems with Applications
Frequency-learning Generative Network (FLGN) to Generate Vibration Signals of Variable Lengths
Jin Uk Ko, Jinwook Lee, Taehun Kim, Yong Chae Kim, and Byeng D. Youn
*
2023-10
SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
193
International Journal of Mechanical Sciences
Deep-learning-based Framework for Inverse Design of a Defective Phononic Crystal for Narrowband Filtering
Donghyu Lee, Byeng D. Youn
*
, and Soo-Ho Jo
*
2023-10
SCIE, SCOPUS, EI (IF: 7.3, Rank: 3.3%)
192
Structural and Multidisciplinary Optimization
Reliability-Based Design Optimization of a Pouch Battery Module Using Gaussian Process Modeling in the Presence of Cell Swelling
Hyunhee Choi, Hyejeong Son, Yong Hwan Choi, Byeng D. Youn
*
, and Guesuk Lee
*
2023-10
SCIE, SCOPUS, EI (IF: 3.9, Rank: 23.0%)
191
Mathematics
Defect-band Splitting of a One-dimensional Phononic Crystal with Double Defects for Bending Wave Excitation
Soo-Ho Jo
*
, Donghyu Lee, and Byeng D. Youn
2023-09
SCIE, SCOPUS, EI (IF: 2.4, Rank: 6.8%)
190
Applied Mathematics and Mechanics (English Edition)
Flexural-wave-generation Using a Phononic Crystal with a Piezoelectric Defect
Soo-Ho Jo
*
and Donghyu Lee
2023-08
SCIE, SCOPUS, EI (IF: 4.4, Rank: 1.7%)
189
Journal of Computational Design and Engineering
Multi-head De-noising Autoencoder Based Multitask (MDAM) Model for Fault Diagnosis of Rolling Element Bearings under Various Speed Conditions
Jongmin Park, Jinoh Yoo, Taehyung Kim, Jong M. Ha
*
, and Byeng D. Youn
*
2023-08
SCIE, SCOPUS, EI (IF: 4.9, Rank: 20.6%)
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