PHM Experimental Design for Effective State Separation using Jensen-Shannon Divergence

Taejin Kim, Guesuk Lee, and Byeng D. Youn* Reliability Engineering & System Safety, 2019-10, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 190, pp. 106503

Review of Statistical Model Calibration and Validation-From the Perspective of Uncertainty Structures

Guesuk Lee, Wongon Kim, Hyunseok Oh*, Byeng D. Youn*, and Nam H. Kim Structural and Multidisciplinary Optimization, 2019-10, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 60, pp. 1619-1644

Sequential Optimization and Uncertainty Propagation Method for Efficient Optimization-Based Model Calibration

Guesuk Lee, Hyejeong Son, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2019-10, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 60, pp. 1355-1372

A Robust and Convex Metric for Unconstraint Optimization in Statistical Model Calibration – Probability Residual (PR)

Hyunseok Oh, Hwanoh Choi, Joon Ha Jung, and Byeng D. Youn* Structural and Multidisciplinary Optimization, 2019-09, SCIE (IF: 3.6, Rank: 17.0%) , Vol. 60, pp. 1171–1187

Double Acting Compression Mechanism (DACM) for Piezoelectric Vibration Energy Harvesting in 33-mode Operation

Byung C. Jung¹,* and Heonjun Yoon¹ International Journal of Precision Engineering and Manufacturing-Green Technology, 2019-08, SCIE (IF: 5.3, Rank: 9.2%) , Vol. 6, pp. 681-690

Variance of Energy Residual (VER): An Efficient Method for Planetary Gear Fault Detection Under Variable-Speed Conditions

Jungho Park, Yunhan Kim, Kyumin Na, and Byeng D. Youn* Journal of Sound and Vibration, 2019-08, SCIE (IF: 4.3, Rank: 6.2%) , Vol. 453, pp. 253-267

A Comprehensive Review of Artificial Intelligence-Based Approaches to Rolling Element Bearing PHM: Shallow & Deep Learning

Moussa Hamadache, Joon Ha Jung, Jungho Park, and Byeng D. Youn* JMST Advances, 2019-06, IF: 0.0 , Vol. 1, pp. 125-151

Damage Assessment of Smart Composite Structures via Machine Learning: A Review

Asif Khan, Nayeon Kim, Jae Kyong Shin, Heung Soo Kim*, and Byeng D.Youn JMST Advances, 2019-06, IF: 0.0 , Vol. 1, pp. 107-124

Topology Optimization for Phononic Band Gap Maximization Considering a Target Driving Frequency

Guilian Yi, Yong Chang Shin, Heonjun Yoon, Soo-Ho Jo, and Byeng D. Youn* JMST Advances, 2019-06, SCIE (IF: 0.0) , Vol. 1, pp. 153-159

An Efficient Concurrent Topology Optimization Approach for Frequency Response Problems

Junpeng Zhao, Heonjun Yoon, and Byeng D. Youn* Computer Methods in Applied Mechanics and Engineering, 2019-04, SCIE (IF: 6.9, Rank: 2.6%) , Vol. 347 pp. 700-734

A Bayesian Approach for a Damage Growth Model Using Sporadically Measured and Heterogeneous on-site Data from a Steam Turbine

Woosung Choi, Byeng D. Youn*, Hyunseok Oh, and Nam H. Kim Reliability Engineering & System Safety, 2019-04, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 184 pp. 137-150

Life-Cycle Maintenance Cost Analysis Framework Considering Time-Dependent False and Missed Alarms for Fault Diagnosis

Joung Taek Yoon, Byeng D. Youn*, Minji Yoo, Yunhan Kim, and Sooho Kim Reliability Engineering & System Safety, 2019-04, SCIE (IF: 9.4, Rank: 3.3%) , Vol. 184, pp. 181-192

A New Parameter Repurposing Method for Parameter Transfer with Small Dataset and Its Application in Fault Diagnosis of Rolling Element Bearings

Hyunjae Kim and Byeng D. Youn* IEEE Access, 2019-03, SCIE (IF: 3.4, Rank: 34.5%) , Vol. 7, pp. 46917-46930

Test Scheme and Degradation Model of Accumulated Electrostatic Discharge (ESD) Damage for Insulated Gate Bipolar Transistor (IGBT) Prognostics

Junmin Lee, Hyunseok Oh*, Chan Hee Park, Byeng D. Youn*, and Bongtae Han IEEE Transactions on Device and Materials Reliability, 2019-03, SCIE (IF: 2.5, Rank: 46.7%) , Vol. 19, No. 1, pp. 233-241

Two-dimensional Octagonal Phononic Crystals for Highly Dense Piezoelectric Energy Harvesting

Choon-Su Park¹, Yong Chang Shin¹, Soo-Ho Jo, Heonjun Yoon, Wonjae Choi, Byeng D. Youn*, and Miso Kim* Nano Energy, 2019-03, SCIE (IF: 16.8, Rank: 5.3%) , Vol. 57, pp. 327-337

A Positive Energy Residual (PER) based Planetary Gear Fault Detection Method under Variable Speed Conditions

Jungho Park, Moussa Hamadache, Jong M. Ha, Yunhan Kim, Kyumin Na, and Byeng D. Youn* Mechanical Systems and Signal Processing, 2019-02, SCIE (IF: 7.9, Rank: 2.5%) , Vol. 117, pp. 347-360