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시스템 건전성 및 리스크 관리 연구실

Laboratory for System Health & Risk Management

International Journal

No. Paper Journal Title Authors Date Citation Index
208 Paper image 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* Under Revision SCIE, SCOPUS, EI (IF: 8.5, Rank: 6.4%)
207 Paper image 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 Paper image Measurement De-noising Neural Network in Time Domain with Decision Support Visualization for Cable Joint Box Partial Discharge Detection Jingyo Jeong, Jeong Ho Choi, Wongon Kim*, and Byeng D. Youn* Under Revision SCIE, SCOPUS, EI (IF: 5.6, Rank: 13.5%)
205 Paper image 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%)
204 Paper image 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%)
203 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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 Paper image 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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