An Image-based Feature Extraction Method for Fault Diagnosis of Variable-speed Rotating Machinery

Jungho Park, Yunhan Kim, Kyumin Na, Byeng D. Youn*, Yuejian Chen, Ming J. Zuo*, and Yong-Chae Bae Mechanical Systems and Signal Processing, 2022-03, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 167, pp. 108524

Optimal Sensor Placement Considering Both Sensor Fault under Uncertainty and Sensor Clustering for Vibration-Based Damage Detection

Haichao An, Byeng D. Youn*, and Heung Soo Kim* Structural and Multidisciplinary Optimization, 2022-03, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 65, pp. 102

Revealing Defect-mode-enabled Energy Localization Mechanisms of a One-dimensional Phononic Crystal

Soo-Ho Jo, Heonjun Yoon*, Yong Chang Shin, and Byeng D. Youn* International Journal of Mechanical Sciences, 2022-02, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 215, pp. 106950

Asymmetric Inter-Intra Domain Alignments (AIIDA) Method for Intelligent Fault Diagnosis of Rotating Machinery

Jinwook Lee, Myungyon Kim, Jin Uk Ko, Joon Ha Jung, Kyung Ho Sun, and Byeng D. Youn* Reliability Engineering & System Safety, 2022-02, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 218, pp. 108186

A Comparative Study of Statistical Validation Metrics with Consideration of Variance to Address Type II Errors in Statistical Model Validation

Hyejeong Son, Hyunhee Choi, Wongon Kim, Byeng D. Youn*, and Guesuk Lee* Structural and Multidisciplinary Optimization, 2022-02, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 65, pp. 63

A Methodology for Sensor Number and Placement Optimization for Vibration-Based Damage Detection of Composite Structures under Model Uncertainty

Haichao An, Byeng D. Youn*, and Heung Soo Kim* Composite Structures, 2022-01, SCIE (IF: 6.3, Rank: 0.5%) , Vol. 279, pp. 114863

A Domain Adaptation with Semantic Clustering (DASC) Method for Fault Diagnosis of Rotating Machinery

Myungyon Kim, Jin Uk Ko, Jinwook Lee, Byeng D. Youn*, Joon Ha Jung, and Kyung Ho Sun ISA Transactions, 2022-01, SCIE (IF: 6.3, Rank: 4.2%) , Vol. 120, pp. 372-382

Label-based, Mini-batch Combinations Study for Convolutional Neural Network Based Fluid-film Bearing Rotor System Diagnosis

Joon Ha Jung, Myungyon Kim, Jin Uk Ko, Hyeon Bae Kong, Byeng D. Youn*, and Kyung Ho Sun Computers in Industry, 2021-12, SCIE (IF: 8.2, Rank: 6.2%) , Vol. 133, pp. 103546

An Explicit Solution for the Design of a Target-frequency-customized, Piezoelectric-defect-introduced Phononic Crystal for Elastic Wave Energy Harvesting

Soo-Ho Jo and Byeng D. Youn* Journal of Applied Physics, 2021-11, SCIE (IF: 2.7, Rank: 42.2%) , Vol. 130, No. 18, pp. 184902

Model Improvement with Experimental Design for Identifying Error Sources in a Computational Model

Hyejeong Son, Byeng D. Youn, and Taejin Kim* Structural and Multidisciplinary Optimization, 2021-11, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 64, pp. 3109-3122

Cepstrum-assisted Empirical Wavelet Transform (CEWT) based Improved Demodulation Analysis for Fault Diagnostics of Planetary Gearboxes

Yunhan Kim, Jong M. Ha, Kyumin Na, Jungho Park, and Byeng D. Youn* Measurement, 2021-10, SCIE (IF: 5.2, Rank: 9.2%) , Vol. 183, pp. 109796

Deep Learning-Based Diagnosis of Peripheral Artery Disease via Continuous Property-Adversarial Regularization: Preliminary In Silico Study

Sooho Kim, Jin-Oh Hahn*, and Byeng D. Youn* IEEE Access, 2021-09, SCIE (IF: 3.4, Rank: 34.5%) , Vol. 9, pp. 127433-127443

An Improved Analytical Model that Considers Lateral Effects of a Phononic Crystal with a Piezoelectric Defect for Elastic Wave Energy Harvesting

Soo-Ho Jo and Byeng D. Youn* International Journal of Mechanical Sciences, 2021-09, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 205, pp. 106593

Reliability-based Design Optimization of Laminated Composite Structures under Delamination and Material Property Uncertainties

Haichao An, Byeng D. Youn*, and Heung Soo Kim* International Journal of Mechanical Sciences, 2021-09, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 205, pp. 106561

Double defects-induced Elastic Wave Coupling and Energy Localization in a Phononic Crystal

Soo-Ho Jo, Yong Chang Shin, Wonjae Choi, Heonjun Yoon, Byeng D. Youn*, and Miso Kim* Nano Convergence, 2021-09, SCIE (IF: 13.4, Rank: 6.4%) , Vol. 8, pp. 29

A Feature Inherited Hierarchical Convolutional Neural Network (FI-HCNN) for Motor Fault Severity Estimation Using Stator Current Signals

Chan Hee Park, Hyunjae Kim, Junmin Lee, Giljun Ahn, Myeongbaek Youn, and Byeng D. Youn* International Journal of Precision Engineering and Manufacturing-Green Technology, 2021-07, SCIE (IF: 5.3, Rank: 9.2%) , Vol. 8, pp. 1253-1266