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* Reliability Engineering & System Safety, 2023-02, SCIE (IF: 11.0, Rank: 1.4%) , Vol 230, pp 108923

Longitudinal Wave Localization Using a One-dimensional Phononic Crystal with Differently Patterned Double Defects

Soo-Ho Jo and Byeng D. Youn* International Journal of Mechanical Sciences, 2023-01, SCIE (IF: 9.4, Rank: 2.5%) , Vol. 237, pp. 107783

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* International Journal of Precision Engineering and Manufacturing-Green Technology, 2023-01, SCIE (IF: 5.6, Rank: 11.8%) , Vol. 10, pp. 217-232

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* Structural and Multidisciplinary Optimization, 2023-01, SCIE (IF: 4.0, Rank: 16.9%) , Vol. 66, pp. 1

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* Mechanical Systems and Signal Processing, 2022-12, SCIE (IF: 8.9, Rank: 3.0%) , Vol. 181, pp. 109471

Missing Data Imputation Using an Iterative Denoising Autoencoder (IDAE) for Dissolved Gas Analysis

Boseong Seo, Jaekyung Shin, Taejin Kim*, and Byeng D. Youn* Electric Power Systems Research, 2022-11, SCIE (IF: 4.2, Rank: 29.4%) , Vol. 212, pp. 108642

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* Measurement, 2022-11, SCIE (IF: 5.6, Rank: 10.6%) , Vol. 204, pp. 112102

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* Structural and Multidisciplinary Optimization, 2022-11, SCIE (IF: 4.0, Rank: 16.9%) , Vol. 65, pp. 354

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* Reliability Engineering & System Safety, 2022-10, SCIE (IF: 11.0, Rank: 1.4%) , Vol. 226, pp. 108715

Estimation of Fatigue Crack Initiation and Growth in Engineering Product Development using a Digital Twin Approach

Wongon Kim, Guesuk Lee*, Hyejeong Son, Hyunhee Choi, and Byeng D. Youn* Reliability Engineering & System Safety, 2022-10, SCIE (IF: 11.0, Rank: 1.4%) , Vol. 226, pp. 108721

A Deep Transferable Motion-Adaptive Fault Detection Method for Industrial Robots Using a Residual-Convolutional Neural Network

Yeongtak Oh, Yunhan Kim, Kyumin Na, and Byeng D. Youn* ISA Transactions, 2022-09, SCIE (IF: 6.5, Rank: 5.4%) , Vol. 128, pp. 521-534

Prognostic Health Management of the Robotic Strain Wave Gear Reducer Based on Variable Speed of Operation: A Data-Driven via Deep Learning Approach

Izaz Raouf, Hyewon Lee, Yeong Rim Noh, Byeng D. Youn, and Heung Soo Kim* Journal of Computational Design and Engineering, 2022-09, SCIE (IF: 6.1, Rank: 6.6%) , Vol. 9, No. 5, pp. 1775-1788

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: 4.0, Rank: 16.9%) , 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: 9.4, Rank: 2.5%) , 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: 7.4, Rank: 13.4%) , 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