Effective Band-selection Algorithm for Rolling Element Bearing Diagnosis Using AE Sensor Data under Noisy Conditions

Su J. Kim, Sungjong Kim, Seungyun Lee, Byeng D. Youn*, and Taejin Kim* Structural and Multidisciplinary Optimization, 2022-09, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 65, pp. 275

Enhanced Ultrasonic Wave Generation Using Energy-localized Behaviors of Phononic Crystals

Soo-Ho Jo* and Byeng D. Youn* International Journal of Mechanical Sciences, 2022-08, SCIE (IF: 7.1, Rank: 2.6%) , Vol. 228, pp. 107483

Machining Quality Monitoring (MQM) in Laser-Assisted Micro-Milling of Glass Using Cutting Force Signals: An Image-Based Deep Transfer Learning

Yunhan Kim¹, Taekyum Kim¹, Byeng D. Youn*, and Sung-Hoon Ahn* Journal of Intelligent Manufacturing, 2022-08, SCIE (IF: 5.9, Rank: 19.5%) , Vol. 33, No. 6, pp. 1813–1828

Designing a Phononic Crystal with a Defect for Target Frequency Matching Using an Analytical Approach

Soo-Ho Jo and Byeng D. Youn* Mechanics of Advanced Materials and Structures, 2022-07, SCIE (IF: 3.6, Rank: 17.1%) , Vol. 29, No. 17, pp. 2454-2467

L-shape Triple Defects in a Phononic Crystal for Broadband Piezoelectric Energy Harvesting

Soo-Ho Jo¹, Heonjun Yoon¹, Yong Chang Shin, Wonjae Choi, Byeng D.Youn*, and Miso Kim* Nano Convergence, 2022-06, SCIE (IF: 13.4, Rank: 6.4%) , Vol. 9, pp. 29

Effect of Four Groups of GO-CF/EP Composites with Ideal Infiltration Structure and Different Layering Ways on Damping Properties

Feichao Cai, Soo-Ho Jo, Yuqin Ma*, Haiyin Guo, Yi Xu , Wei Xu, and Fei Li Polymers, 2022-06, SCIE (IF: 4.7, Rank: 18.6%) , Vol. 14, No. 12, pp. 2358

Design Principle for Effective Mechanical Boundary Using a Resonance Band Gap under Elastic Waves

Yong Chang Shin, Soo-Ho Jo, Heonjun Yoon*, and Byeng D. Youn* Journal of Computational Design and Engineering, 2022-04, SCIE (IF: 4.8, Rank: 11.5%) , Vol. 9, No. 2, pp. 772-782

Motor-current-based Electromagnetic Interference De-noising Method for Rolling Element Bearing Diagnosis Using Acoustic Emission Sensor

Su J. Kim, Keunsu Kim, Taewan Hwang, Jongmin Park, Hwayong Jeong, Taejin Kim*, and Byeng D. Youn* Measurement, 2022-04, SCIE (IF: 5.2, Rank: 9.2%) , Vol. 193, pp. 110912

A New Auto-encoder-based Dynamic Threshold to Reduce False Alarm Rates for Anomaly Detection of Steam Turbines

Jin Uk Ko, Kyumin Na, Joon-Seok Oh, Jaedong Kim, and Byeng D. Youn* Expert Systems with Applications, 2022-03, SCIE (IF: 7.5, Rank: 5.2%) , Vol. 189, pp. 116094

Learning from Even a Weak Teacher: Bridging Rule-based Duval Method and a Deep Neural Network for Power Transformer Fault Diagnosis

Sunuwe Kim, Jongmin Park, Wongon Kim, Soo-Ho Jo*, and Byeng D. Youn* International Journal of Electrical Power and Energy Systems, 2022-03, SCIE (IF: 5.0, Rank: 18.3%) , Vol. 136, pp. 107619

Fault Diagnosis of a Planetary Gearbox by D Norm-based Time Synchronous Averaging(DTSA) with Roughly Estimated Phase Information under an Encoder-less Operating Condition

Jong M. Ha and Byeng D. Youn* Journal of Sound and Vibration, 2022-03, SCIE (IF: 4.3, Rank: 6.2%) , Vol. 520, pp. 116546

A Health-adaptive Time-Scale Representation (HTSR) Embedded Convolutional Neural Network for Gearbox Fault Diagnostics

Yunhan Kim, Kyumin Na, and Byeng D. Youn* Mechanical Systems and Signal Processing, 2022-03, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 167, pp. 108575

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