Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis

Hyunseok Oh¹, Joon Ha Jung¹, Byung Chul Jeon, and Byeng D. Youn* IEEE Transactions on Industrial Electronics, 2018-04, SCIE (IF: 7.5, Rank: 0.2%) , Vol. 65, No. 4, pp. 3539-3549

Autonomous Health Management for PMSM Rail Vehicles through Demagnetization Monitoring and Prognosis Control

Gang Niu*, Junjie Jiang, Byeng D. Youn, and Michael Pecht ISA Transactions, 2018-01, SCIE (IF: 6.3, Rank: 4.2%) , Vol. 72, pp. 245-255

Time-Varying Output Performances of Piezoelectric Vibration Energy Harvesting under Nonstationary Random Vibrations

Heonjun Yoon, Miso Kim*, Choon-Su Park, and Byeng D. Youn* Smart Materials and Structures, 2018-01, SCIE (IF: 3.7, Rank: 21.7%) , Vol. 27, No. 1, pp. 015004

Assembly Yield Prediction of Plastically Encapsulated Packages with a Large Number of Manufacturing Variables by Advanced Approximate Integration Method

Hsiu-Ping Wei, Bongtae Han*, Byeng D. Youn, Hyuk Shin, Ilho Kim, and Hojeong Moon Microelectronics Reliability, 2017-11, SCIE (IF: 1.6, Rank: 67.8%) , Vol 78, pp. 319-330

A Newly Formulated Resilience Measure that Considers False Alarms

Joung Taek Yoon, Byeng D. Youn*, Minji Yoo, and Yunhan Kim Reliability Engineering & System Safety, 2017-11, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 167, pp. 417-427

Modeling and Assessment of Partially Debonded Piezoelectric Sensor in Smart Composite Laminates

Asif Khan, Heung Soo Kim*, Byeng D. Youn International Journal of Mechanical Sciences, 2017-10, SCIE (IF: 7.1, Rank: 2.6%) , Vol 131-132, pp. 26-36

Omnidirectional Regeneration (ODR) of Proximity Sensor Signals for Robust Diagnosis of Journal Bearing Systems

Joon Ha Jung, Byung Chul Jeon, Byeng D. Youn*, Myungyon Kim, Donghwan Kim, and Yeonwhan Kim Mechanical Systems and Signal Processing, 2017-06, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 90, pp. 189–207

Classification of Operating Conditions of Wind Turbines for a Class-wise Condition Monitoring Strategy

Jong M. Ha, Hyunseok Oh*, Jungho Park, and Byeng D. Youn* Renewable Energy, 2017-04, SCIE (IF: 9.0, Rank: 13.8%) , Vol. 103, pp. 594-605

Bivariate Lifetime Model for Organic Light-Emitting Diodes

Dae Whan Kim, Hyunseok Oh, Byeng D. Youn*, and Dongil Kwon IEEE Transactions on Industrial Electronics, 2017-03, SCIE (IF: 7.5, Rank: 0.2%) , Vol. 64, No. 3, pp. 2325-2334

Model-Based Fault Diagnosis of a Planetary Gear: A Novel Approach Using Transmission Error

Jungho Park, Jong M. Ha, Hyunseok Oh*, Byeng D. Youn*, Joo-Ho Choi, and Nam Ho Kim IEEE Transactions on Reliability, 2016-12, SCIE (IF: 5.0, Rank: 9.5%) , Vol. 65, No. 4, pp. 1830-1841

A Systematic Approach for Model Refinement Considering Blind and Recognized Uncertainties in Engineered Product Development

Hyunseok Oh, Jisun Kim, Hyejeong Son, Byeng D. Youn*, and Byung C. Jung Structural and Multidisciplinary Optimization, 2016-12, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 54, pp. 1527–1541

An Online-Applicable Model for Predicting Health Degradation of PEM Fuel Cells with Root Cause Analysis

Taejin Kim, Hyunseok Oh, Hyunjae Kim, and Byeng D. Youn* IEEE Transactions on Industrial Electronics, 2016-11, SCIE (IF: 7.5, Rank: 0.2%) , Vol. 63, No. 11, pp. 7094-7103

A Comprehensive Survey on Topology Optimization of Phononic Crystals

Guilian Yi and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2016-11, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 54, pp. 1315–1344

Fault Log Recovery Using an Incomplete-data-trained FDA Classifier for Failure Diagnosis of Engineered Systems

Hyunjae Kim, Jong M. Ha, Jungho Park, Sunuwe Kim, Keunsu Kim, Beom Chan Jang, Hyunseok Oh*, and Byeng D. Youn International Journal of Prognostics and Health Management, 2016-04, IF: 0.0, Rank: 0.0% , Vol. 7, No. 1, pp. 1-10

Autocorrelation-Based Time Synchronous Averaging for Condition Monitoring of Planetary Gearboxes in Wind Turbines

Jong M. Ha, Byeng D. Youn*, Hyunseok Oh, Bongtae Han, Yoongho Jung, and Jungho Park Mechanical Systems and Signal Processing, 2016-03, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 70-71, pp. 161-175

Statistical Multiscale Homogenization Approach for Analyzing Polymer Nanocomposites that Include Model Inherent Uncertainties of Molecular Dynamics Simulations

Hyunseong Shin, Seongmin Chang, Seunghwa Yang, Byeng D. Youn, and Maenghyo Cho* Composites Part B-Engineering, 2016-02, SCIE (IF: 12.7, Rank: 0.3%) , Vol. 87, pp. 120-131