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, SCIE (IF: 10.2, Rank: 3.0%), 2022-12, 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, SCIE (IF: 4.3, Rank: 32.7%), 2022-11, 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, SCIE (IF: 6.1, Rank: 10.4%), 2022-11, 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, SCIE (IF: 4.5, Rank: 17.7%), 2022-11, 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, SCIE (IF: 13.7, Rank: 1.4%), 2022-10, 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, SCIE (IF: 13.7, Rank: 1.4%), 2022-10, 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, SCIE (IF: 6.6, Rank: 6.5%), 2022-09, 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, SCIE (IF: 6.8, Rank: 5.9%), 2022-09, 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, SCIE (IF: 4.5, Rank: 17.7%), 2022-09, 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, SCIE (IF: 11.4, Rank: 1.9%), 2022-08, 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, SCIE (IF: 7.7, Rank: 17.4%), 2022-08, 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, SCIE (IF: 3.6, Rank: 17.1%), 2022-07, 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, SCIE (IF: 13.8, Rank: 6.5%), 2022-06, 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, SCIE (IF: 5.8, Rank: 18.2%), 2022-06, 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, SCIE (IF: 6.8, Rank: 5.9%), 2022-04, 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, SCIE (IF: 6.1, Rank: 10.4%), 2022-04, Vol. 193, pp. 110912